LOUIS ANTHONY (TONY) COX, JR., PH.D., BIO SKETCH
Cox Associates, 503 Franklin Street, Denver, Colorado, 80218
Tony Cox is President of Cox Associates (www.cox-associates.com), a Denver-based applied research company specializing in health, safety, and environmental risk analysis; epidemiology; policy analytics; data science; and operations research. Since 1986, Cox Associates’ analysts and scientists have applied epidemiological, risk analysis, and operations research models to measurably improve health and environment risk assessment and decision-making for public and private sector clients. In 2006, Cox Associates was inducted into the Edelman Academy of the Institute for Operations Research and Management Science (INFORMS), recognizing outstanding real-world achievements in the practice of operations research and the management sciences. In 2012, Dr. Cox was inducted into the National Academy of Engineering (NAE), “For applications of operations research and risk analysis to significant national problems.” He has served as a member of the National Academies' Board on Mathematical Sciences and their Applications (BMSA) (2012-2016). In 2013, he co-founded NextHealth Technologies, a Denver-based company offering advanced data analytics solutions to healthcare plans to reduce health, financial, and member attrition risks.
Dr. Cox holds a Ph.D. in Risk Analysis (1986) and an S.M. in Operations Research (1985), both from MIT; an AB from Harvard University (1978); and is a graduate of the Stanford Executive Program (1993). He has been Honorary Full Professor of Mathematics at the University of Colorado, Denver, lecturing on decision and risk analysis, biomathematics, health risk modeling, computational statistics and causality; has served on the Faculties of the Center for Computational Mathematics and the Center for Computational Biology; and as Clinical Professor of Biostatistics and Informatics at the University of Colorado Health Sciences Center. He has taught a variety of graduate and professional courses, including Statistical Consulting for the Department of Mathematics, and Decision Analysis for the Business School of the University of Colorado.
Dr. Cox is Editor-in-Chief of Risk Analysis: An International Journal. He is Area Editor for Real World Applications for the Journal of Heuristics, and is on the Editorial Board of the International Journal of Operations Research and Information Systems. He is an Edelman Laureate of INFORMS, a member of the American Statistical Association (ASA), and a lifetime Fellow of the Society for Risk Analysis (SRA). In 2007, his research won the Society of Toxicology’s Outstanding Published Paper in Risk Assessment Award and the Society for Risk Analysis Outstanding Risk Practitioner Award. In 2008, his solution to a challenge on “Statistical Methods to Predict Clinical Response” won an InnoCentive Award. His work won the Society for Risk Analysis (SRA) Best Paper Awards in both 2002 and 2003 for modeling uncertain public health risks and benefits of animal antibiotics; and in 2011 for mathematical modeling of chronic obstructive pulmonary disease (COPD). In 2015, his work on machine learning applied to high-throughput screening (HTS) screening data for endocrine disruptors won a “Best Published Papers in 2014 Demonstrating an Application of Risk Assessment" award from the Society of Toxicology Risk Assessment Specialty Section.
Dr. Cox has taught many graduate and professional courses in risk analysis, decision analysis, and advanced analytics. He has authored and co-authored over 200 journal articles and book chapters on these fields. His most recent books are Breakthroughs in Decision Science and Risk Analysis (Wiley, 2015), Improving Risk Analysis (Springer, 2013), Risk Analysis of Complex and Uncertain Systems (Springer, 2009) and the Wiley Encyclopedia of Operations Research and Management Science (Wiley, 2011), which Dr. Cox co-edited. He has over a dozen U.S. patents on applications of artificial intelligence, signal processing, statistics and operations research in telecommunications. His current research interests include computational statistical methods for causal inference in public health risk analysis, data-mining, and advanced analytics for enterprise risk management, insurance, and public policy applications.
LOUIS ANTHONY COX, JR., PH.D
(303)-388-1778 (Phone); (303)-388-0609 (Fax); email@example.com
Present President, Cox
Associates. Cox Associates is an
based consulting company specializing in advanced analytics, data science and software, risk analysis, management science, operations research, and epidemiology for public- and private-sector clients. Cox Associates develops and applies quantitative risk assessment, machine learning, uncertainty analysis, decision optimization models and artificial intelligence and computational statistics to measurably improve client decision-making. Since 1996, its sister company NetAdvantage has provided risk modeling, customer data mining, and network planning software solutions to telecommunications companies. In 2013, Dr. Cox co-founded NextHealth Technologies (NHT), a company offering advanced data analytics solutions to healthcare plans to measurably reduce health, financial, and member attrition risks and to improve member values and health outcomes under the provisions of the Affordable Care Act.
1996 Senior Director for U S West
Advanced Technologies in
1980 - 1986 Manager, Applied Decision Sciences practice area; Senior Consultant
Operations Research, Arthur D. Little, Inc.,
1978 - 1979 Senior Research Associate, American Institutes for Research in the
Social and Behavioral Sciences
Present and Past Academic Affiliations
1986 - Present Professional courses, seminars, and tutorials in advanced analytics,
management science, data science, operations research, computational statistics, neuroeconomics, behavioral economics
1993 Stanford Executive
Program, Stanford Business
1985 - 1986 M.I.T., Ph.D. in Risk Analysis. Dissertation: Mathematical
Foundations of Risk Measurement
1983 - 1985 M.I.T., S.M. in Operations Research, Department of Electrical
Engineering and Computer Science. Thesis: Attribution of Risk in
the Presence of Joint Causes.
1979 - 1983 Harvard University, graduate courses in applied mathematics,
theoretical and applied statistics, psychometrics, and decision sciences
1975-1978 Harvard University, A.B. (Mathematical Economics)
Graduate Courses Developed and Taught
Game Theory, Mathematics
Analysis, Health Sciences Center,
Inference, and Decision-Making, Computer Science Department,
Leeds School of Business,
· Statistics for Business, Denver University Graduate School of Business, 1987-88
· Social Decision and Risk Management, Harvard University Extension School, 1986
Professional Courses Developed and Taught
Advances in Health Risk Assessment and Modeling. Invited lectures presented at Risk Assessment Unit at Evira (Finnish
Food Safety Authority)
Course on Causality and Decision Analysis
for Risk Analysts. Australia &
risk analysis: Assessment, management,
and communication. Harvard
Center for Risk Analysis.
Gordon-Kenan Risk Analysis Summer
School in Risk Analysis August 3-15, 2003
Roger Williams University
risk analysis. Professional
course for Health
for Dose-Response Assessment: Bayesian Approaches. Resources for the Future Conference
methods for assessing uncertain exposures", Workshop on Probabilistic Methods for Risk Assessment. Society for Risk Analysis,
· Advances in Wireless Technology, Denver University, Fall, 1997
· Introduction to Decision Analysis for Risk Management, United States Department of Agriculture's APHIS Introductory Risk Analysis course, University of Maryland Conference Center, July 9, 1992.
· Risk Assessment Modeling, one-day short course given at the USDA Training Center, APHIS Risk Assessment Course, Fort Collins, CO, July 23-24, 1992.
· Technical Risk Communication, short-course given at the Greenbelt Marriott Hotel, APHIS Advanced Risk Communication Course, Greenbelt, MD, August 20, 1992.
· Biologically-Based Risk Assessment. Short course, Society for Risk Analysis, 1991.
Science Enrichment Courses Developed and Taught for Elementary School Children
· Natural and Artificial Life, Evolution, and Intelligence (Spring, 2010)
· Introduction to Cosmology and Earth Science (Spring, 2010)
· Matter, Energy, and Technology (Spring, 2009)
· Introduction to Materials Science (Spring, 2009)
· Basic Cell Biology (Fall, 2008)
Dr. Cox has served on S.M. and Ph.D. thesis committees at the University of Denver (S.M. thesis on genetic algorithms) and the University of Colorado (S.M. thesis on innovations in voice messaging, 1995; Ph.D. thesis on classification trees for learning forecasting models from data, 1999; MS thesis on ant colony optimization for bandwidth packing, 2000; MS project on data mining and causal simulation modeling, 2000; Ph.D. thesis on uncertainty analysis in epidemiology, 2003.)
At U S WEST Advanced Technologies, Dr. Cox initiated and led collaborative research projects with top researchers at many universities, including
· Harvard University (projects on combinatorial optimization and on interactive mixed natural language and graphics dialogue interfaces, with Professor Barbara Grosz)
· Columbia University (dynamic traffic routing with Professor David Yao)
· Syracuse University (machine comprehension of scientific abstracts)
· Oregon Graduate Institute (breakthroughs in neural net and digital signal processing technologies for automated speech recognition with Professor Ron Cole).
In 1992, his collaboration with
mathematicians at the University of Colorado at Denver on combinatorial
optimization heuristics for network routing was selected by the Colorado
Advanced Software Institute (CASI) as one of only two projects (out of 30) that
exemplified this state-funded Institute's major goals: outstanding
industry-university technical research with high commercial value. In 1993 and 1994, his collaborations with UCD
on new data mining algorithms and pattern recognition techniques for risk analysis
and fault diagnosis algorithms were the only projects to receive CASI's
award. Dr. Cox has also collaborated
with colleagues at Bell Labs and the
Other Academic Experience
From 1987-1992, Dr. Cox served on the Industry Advisory Board of the Mathematics Department at the University of Colorado at Denver, where he was subsequently Honorary Full Professor of Mathematics and on the Faculty of the Center for Computational Mathematics. He has given invited talks on advanced topics in risk analysis, telecommunications engineering and management, and computer science to faculties and graduate seminars at many top universities. He is Editor-in-Chief of Risk Analysis: An International Journal and is Area Editor (Real-World Applications) of the Journal of Heuristics, which he helped to found in 1995. He is on the Editorial Board of the International Journal of Operations Research and Information Systems. He has reviewed many academic research proposals for the National Science Foundation's Decision, Risk, and Management Science program and SBIR technology proposals for NSF and other agencies. He has lectured on data mining, and other statistical, mathematical, and analytics topics at the University of Colorado. Dr. Cox has taught many professional courses and conducted many professional workshops, including Probabilistic Methods in Risk Assessment at the Society for Risk Analysis Annual Meeting in 1998; and a Short Course on Causality and Decision Analysis for Risk Analysts at the Australia & New Zealand Regional Organisation of the Society for Risk Analysis in 2008.
Dr. Cox has chaired many conference sessions, including the following:
· Symposium: Risk Analysis: Past, Present, and Future. Society for Risk Analysis 2013 Annual Meeting. Baltimore, MD.
· Symposium: Foundational Issues in Risk Analysis(with Terje Aven). Society for Risk Analysis 2013 Annual Meeting. Baltimore, MD.
· Ambient Air: Particulate Matter Exposure. Society for Risk Analysis 2012 Annual Meeting. San Francisco. December 12, 2012.
· Novel Approaches in Dose Response. Society for Risk Analysis 2010 Annual Meeting. Salt Lake City. December 7, 2010.
· Sustainable Value Chains. Institute for Operations Research and Management Science annual conference, Austin, TX, 2010.
· Security and Resilience in Telecommunications Networks. Institute for Operations Research and Management Science annual conference, Washington, D.C., 2008.
· Animal Pathogens and Human Exposure. Society for Risk Analysis annual conference, San Antonio, TX, 2007. (Substituted for Dr. Michael McElvaine as chair.)
· Assessment. Society for Risk Analysis annual conference, San Antonio, TX, 2007.
· Complexity in Modeling Mode-of-Action and Other Sources of Non-Linearity In Risk. Society for Risk Analysis annual conference, Baltimore, MD December, 2006.
· Statistical Methods: Uncertainty, Confidence Limits, etc. Society for Risk Analysis annual conference, Palm Springs, December 5-8, 2004.
· Toxicology. Session at Non-Linear Dose-Response Relationships in Biology, Toxicology, and Medicine: An International Conference. (University of Massachusetts, Amherst, MA, May 28-30th, 2003)
· Special Applications in Industry and Government. (Society for Risk Analysis, 2002)
· Market Modeling and Policy (INFORMS Telecommunications Conference, 2002)
· Wireless Network Planning (INFORMS Telecommunications Conference, 2002)
· Optical Networks (8th International Conference on Telecommunications Systems, 2000.)
· Telecommunications (INFORMS, 2000)
· Marketing (INFORMS, 1999)
· Forecasting and Economics (INFORMS Telecommunications Conference, 1998)
· Stochastic Optimization (Society for Industrial and Applied Mathematics, SIAM, 1996)
· Planning Heuristics for Telecommunications Networks (INFORMS, 1996).
· Risk and Uncertainty
· Artificial Intelligence Heuristics for Optimization
· Heuristic Optimization for Process Improvement.
· Cluster chair for INFORMS sessions on "Heuristic Optimization and Learning" (1994).
Examples of consulting projects completed by Dr. Cox in the past decade include the following:
RISK ANALYSIS, ECONOMICS, AND APPLIED STATISTICS
· For the National Academies, member of committee advising the Department of Interior's Bureau of Safety and Environmental Enforcement on Options for Implementing the Requirement of Best Available and Safest Technologies for Offshore Oil and Gas Operations (2013)
· For the National Pork Board, quantified the human health risks from swine-associated Methicillin-resistant Staphylococcus Aureus (MRSA) infections (2013) and toxoplasmosis from swine reared in conventional vs. open production systems (2013)
· For the National Research Council, member of committee advising the U.S. Air Force on U.S. Air Force Strategic Deterrence Capabilities in the 21st Century Security Environment (2012-2013)
· For the George Washington University Regulatory Studies Center, reviewed advances in econometric and statistical methods for causal analysis. Applied Granger Causality tests, panel data analysis, and other methods to time series data, and found that changes in temperature, but not changes in particulate matter, are Granger-causes of benefits previously attributed to Clean Air Act regulations. (2012)
· For the National Sand and Gravel Association, analyzed spatial distributions of socioeconomic variables and cause-specific mortality rates in California. Demonstrated that regression coefficients describing disease rates as functions of proximity to suspected hazardous sources do not have the causal interpretations often assigned to them, but reflect spurious associations due to spatially autocorrelated but statistically independent spatial stochastic processes. (2012)
· For the National Pork Board, prepared comments on a Russian risk analysis of tetracycline residues in foods. These comments provided the technical basis for the USG’s position in trilateral trade negotiations with the EU and Russian Federation (2011, 2012)
· For The Center for Media and Public Affairs (CMPA) at George Mason University, reassessed a risk-cost-benefit analysis of Clean Air Act Amendment impacts, accounting for uncertainty about causation. (2011)
· For the American Petroleum Institute, analyzed the application of income distribution equity indices (such as the Atkins Index) to fair distribution of air pollution health risks. Showed that the Atkins Index and related economic indices of income inequality are not useful for health risk inequality assessment (2011)
· For the Institute of Medicine (IOM), served as a reviewer for the IOM Draft on Scientific Standards for Studies of Modified Risk Tobacco Products, examining the types of biomarker data and other scientific information needed to demonstrate to FDA that new products have reduced risks (2011)
· Served as expert reviewer for EPA’s Draft Microbial Risk Assessment Guideline: Pathogenic Microorganisms with Focus on Food and Water (2011)
· For the U.S. EPA, served as a member of the Science Advisory Board (SAB) for Dioxin (2010-11)
· For the Colorado state police, analyzed the frequency and severity of car accidents by time of day, time of year, driver age and sex, driver behavior (e.g., alcohol use, use of safety devices), and types of air bags and other equipment. Developed an injury prediction model that successfully predicted risks of injury, given an accident, from less than 20% to over 70%,based on preventable causes. (2011)
· For the National Mining Association, developed a statistical critique of a proposed quantitative risk assessment for respirable coal mine dust (2010-11)
· For the National Pork Board, assessed human health risks of multidrug-resistant “superbug” bacterial infections originating from pigs (2010)
· For Philip Morris International, developed a quantitative model of age-specific risks of chronic obstructive pulmonary disease (COPD) as a function of smoking history (2008-2009). Clarified the interaction of molecular biological pathways in forming positive feedback loops that trigger and sustain this disease.
· For the National Pork Board, reviewed statistical and causal analyses of infant mortality and livestock production (2009)
· For Alpharma and Phibro Animal Health, assessed potential human health risks from use of tetracycline drugs in food animals (2009)
· Member of National Academy of Sciences (NAS) Committee on Methodological Improvements to the Department of Homeland Security’s Biological Agent Risk Analysis. (2006-8)http://www8.nationalacademies.org/cp/CommitteeView.aspx?key=48682
· Member of Environmental Protection Agency Science Advisory Board (EPA SAB) on Asbestos.
Comcast Cable, worked
in partnership with
to First Session of the Codex Ad Hoc
Intergovernmental Task Force on Antimicrobial Resistance held in
· For Xcel Energy, worked in partnership with North Highland consulting company to develop a credit risk assessment model that predicts which customer accounts are likely to become bad debts six months or more in advance, when early intervention is still possible and profitable (2007)
Qwest Communications, worked in partnership with
· For Philip Morris International, developed a quantitative model of age-specific risks of lung cancer as a function of smoking history. Estimated the potential reduction in lung cancer risk for smokers if cadmium were removed from tobacco products. (2005-2007)
Qwest Communications, worked in partnership with
· For a sand and gravel company, examined the usefulness, for estimating risks and setting priorities, of aggregate exposure metrics for mixtures of asbestos and non-asbestos fibers and particles (2006)
· For telecommunications equipment manufacturer, created a model to predict the numbers and types of equipment failures expected in future years, based on historical failure data for equipment items manufactured in different years. (2006)
a grass seed company, assessed the quantitative risks of gene flow from genetically
modified grasses into the environment via pollen and seeds (2006). This approach was subsequently adopted by the
United States District Court for the
· For a homeowner’s association, quantified the probable number and timing of future failures in copper pipes due to thermogalvanic corrosion. The model correctly predicted the near statistical certainty of additional pipe failures (2006).
· For the National Research Council of the National Academy of Sciences (NAS), advised on modeling potential failures and threats to spent nuclear fuel rods stored in different types of containers. This work contributed to the 2006 NAS report Safety and Security of Commercial Spent Nuclear Fuel Storage, http://www.nap.edu/openbook/0309096472/html/R4.html.
· For a large pharmaceutical company, analyzed Phase 3 clinical trial data and showed that a major drug is highly effective in reversing symptoms of a disease in patients in both the short run (within 1-2 weeks) and over a longer time frame. This statistical analysis of the time course of responses and the clusters of different response histories among patients explained several previously unresolved puzzles and made the meaning of the data clear for company statisticians and decision-makers. (2005)
· For a law firm specializing in construction defect litigation, developed an approach to sampling available homes or units to support efficient statistical inference from available data, even when some homes or units cannot be inspected. (2005)
· For Phibro Animal Health, developed a systems dynamics model of the evolution of bacterial illnesses and resistance in human and animal populations. (2005/2006)
· For the American Chemistry Council, assessed the potential human health risks associated with methyl bromide (2005).
· For Philip Morris International, developed new ways to integrate partial knowledge of causal mechanisms of lung carcinogenesis with statistical information (mainly epidemiological and molecular epidemiological data) to obtain quantitative bounds on the fraction of lung cancers that can be prevented by removing specific components of exposure and/or blocking specific causal pathways. (2004-2006)
the cattle industry group R-CALF, developed a value of information (VOI) model
for assessing the economic value of tracking Canadian cattle in the
· For the Animal Health Institute, developed a Rapid Risk Rating Technique (RRRT) to quantify the human health impacts of food-borne pathogens and animal antimicrobial uses (1Q-04)
· For Elanco Animal Health, served on an Expert Panel to develop a mathematical model of the human health benefits of decreasing microbial loads in food animals (2003-4)
· For Phibro Animal Health, developed a quantitative risk assessment of the human health risks and benefits from continued use of virginiamycin in chickens and pigs (2002-4)
· For the Animal Health Institute, served on an Expert Panel to review human health risks from animal antibiotics (2002-3); developed a farm-to-fork risk simulation model for Campylobacter risks (2000-2002)
· For the U.S. Environmental Protection Agency, served as an external expert reviewer for the EPA’s “Perchlorate Environmental Contamination: Toxicological Review and Risk Characterization” Draft External Review Document (March, 2002).
the World Health Organization (WHO), served as an external expert reviewer for
a Consultation on Campylobacter risk
· For the U.S. Food and Drug Administration (FDA), (a) Reviewed proposed approaches to antimicrobial risk assessment (1999) http://www.fda.gov/cvm/antimicrobial/tonycox/index.htm; and (b) Proposed a decision-analytic alternative to FDA’s threshold approach for managing risks of resistant strains of pathogenic bacteria due to use of antibiotics in animals (2001).The FDA at first strongly rejected Dr. Cox’s advice and testimony on how to do antimicrobial risk assessment correctly (with considerable acrimony, in the context of enrofloxacin litigation), but has subsequently had Dr. Cox visit to discuss several antimicrobial risk assessments, and has sought Dr. Cox’s views on how to do better risk analysis.
· For the U.S. EPA, served as expert external reviewer and contributor to Review of Uncertainty and Variability Analysis In IRIS for Eight Substances. http://www.epa.gov/ncea/hlthfx_iris.htm
· Created computer simulation models (PBPK and PD) of dose-time-response relations for low-level exposures to chemical carcinogens, for Exxon Biomedical Sciences (EBSI). Developed an artificial intelligence method for improving prediction of likely human chemical carcinogens, also for EBSI.
· Created a discrete-event stochastic simulation model of the human health risks associated with Ciprofloxacin resistance in Camplyobacter jejuni induced by use of Enrofloxacin in chickens, for the Animal Health Institute (AHI). http://www.cvmbs.colostate.edu/cveadss/schedule/SchedulePage.htm
· Critically reviewed epidemiological studies of diesel exhaust and human lung cancer risk, for the Engine Manufacturers Association.
· For the American Petroleum Institute (API), created a computer simulation model of bone marrow and blood cell toxicity caused by cyclophosphamide, an immunosuppressive drug. Designed laboratory experiments to validate the model's predictions. Analyzed clinical and laboratory data to test model's predictive validity. Prepared a software release so that other scientists could use the model.
· Reviewed literature on air pollution and human lung cancer risks, for the American Petroleum Institute.
· Applied adaptive spatial sampling to optimize search and clean-up efforts for remediating residential properties around an abandoned hazardous waste site (for AlliedSignal)
· Reassessed human cancer risks from 1,3-butadiene using pharmacokinetic modeling to adjust for interspecies differences in internal doses of epoxybutene (for the Chemical Manufacturers Association)
· Reassessed the human leukemia risks from benzene exposure using a physiologically-based pharmacokinetic (PBPK) model to calculate internal dose (for the American Petroleum Association)
· Reviewed design of an initiation-promotion experiment for studying the potential carcinogenicity of a rubber additive, for Goodyear Tire and Rubber Company.
· Developed a general physiologically-based pharmacokinetic (PBPK) modeling software tool for rapidly developing high-quality PBPK models (with ENSR Consulting and Engineering, Inc.)
· Reviewed artificial intelligence approaches to characterizing uncertain health risks using weight
of evidence, nonmonotonic, and other uncertainty analysis (for Lawrence Berkeley National Laboratory)
· Assessed potential health risks associated with occupational exposure to herbicides among
roadside workers, using pharmacokinetic models, for a Fortune 100 chemical manufacturer.
of cleanup priorities for a large hazardous waste site in
· Developed a prototype computer model for biologically based risk assessment of chemical carcinogen risks, for the Western States Petroleum Association (WSPA) and the American Petroleum Institute (API)
· Reviewed new biostatistical and "biologically based" approaches to cancer risk analysis, for the
California Department of Health Services
· Reviewed regulatory history of benzene risk assessments and of biomathematical approaches to
modeling leukemogenesis for the Western Oil and Gas Association and the American Petroleum Institute
· Prototype computer modeling of the AIDS epidemic (with Arthur D. Little, Inc.)
· Designed a 2-year bioassay experiment for isoprene. Analyzed and reported the resulting experimental data for a multi-client, multinational industry group coordinated by Exxon Biomedical Sciences.
risk analysis and consequence analysis of a petrochemical storage facility in
California-based environmental consulting firm
· Implemented a Macintosh version of a physiologically-based pharmacokinetic (PBPK) model for benzene pharmacokinetics and total metabolism in rodents and humans, for the API
· Explored new mathematical approaches and conceptual frameworks for dealing with scientific uncertainties in biologically-based risk assessment, for the Western States Petroleum Association (WSPA)
· Created an interactive data analysis and graphics package for determining the degree of worker protection provided by different respirators, filters, and face masks (with Arthur D. Little, Inc.)
· Microeconomic and applied probability modeling of insurance company business risks for use in
tax litigation (with Arthur D. Little, Inc.)
· Critically reviewed a transportation risk analysis for liquefied natural gas (LNG) operations in the
St. Lawrence seaway.
· Reviewed progress since 1985 in using decision analysis for accident risk assessments.
· Implemented an experimental "intelligent" data base management system for chemical health effects
data bases (with Exxon Biomedical Sciences, Inc.)
· Uncertainty analysis of PBPK modeling and risk analyses, accounting for model uncertainties and
population heterogeneity, for the American Industrial Health Council.
· Developed new statistical techniques to predict cancer risks associated with mineral oils, for Mobil Oil.
DATA MINING AND STATISTICAL MODELING AND PREDICTIVE ANALYTICS EXPERIENCE
· For the American Chemistry Council, quantified how well in vivo test results for rodent carcinogens could be predicted from much less expensive high-throughput in vitro test results. (2014-15)
· For the American Chemistry Council, applied machine-learning algorithms to quantify how well in vivo test results for endocrine disruptors could be predicted from much less expensive high-throughput in vitro test results. (2013-14)
· For TriZetto, assessed healthcare predictive analytics trends and vendor offerings, advised top management on predictive analytics technology acquisitions (2012)
· For Rogers Communications, developed causal models of customer satisfaction; identified high-impact interventions for improving customer satisfaction; helped to develop achievable targets and strategies for improving customer experiences in different channels (2011)
· Delivered a statistical analysis of the causal drivers of customer satisfaction to top executives at Comcast Cable; identified realistic targets and interventions for improving customer satisfaction (2010-11).
· For a top cable company, worked in partnership with North Highland consulting company to deliver a predictive model that identifies which customers are most likely to drop accounts, well before the event and with much higher accuracy than previous models. (2008)
· For an energy utility, worked in partnership with North Highland consulting company to deliver a predictive model of customer bad debt and account write-offs that greatly extended the lead time over which high-risk customers could be identified and targeted for intervention. (2007)
· For a telecommunications company, worked in partnership with North Highland consulting company to develop a predictive model of customer marketing channel choice, and usage as a function of quality of channel experience (e.g., for web site, call center, retail store, and other channels.) Used the model to quantify financial impacts of improving web-based customer care. (2006)
· Also in partnership with North Highland consulting company, analyzed employee survey data for a major telecommunications provider and quantified patterns of internal communications (conference calls, managing e-mail, company newsletters and bulletins, meetings, etc.); time spent on these activities by employees with different job roles and in different VP areas; and potential to reduce employee burden and improve the value and efficiency of internal communications. (2006)
· For a European wireless telecommunications provider, analyzed customer data to help develop more predictive segments; held a one-day intensive course in Brussels on advanced statistical models and methods for quantifying customer value in the short and long runs, based on probability and statistics models of customer behaviors in response to company offers. (2005)
· In 2004, delivered to an international telecommunications company a needs-based predictive segmentation model for cell phone customers.
· In 2003, in partnership with North Highland consulting company, delivered to a directory company a credit scoring and data mining model for identifying customers at greatest risk of defaulting on Yellow Pages agreements.
· In April, 2002, delivered to an internet services provider (ISP) a decision-support model for predicting customers with the highest churn potential and recommending specific interventions to reduce churn. This system was found by the client to reduce churn by over 40% within 4 months among at-risk customers.
· In March, 2002, delivered to a financial services company a set of predictive clusters for simultaneously predicting churn, up sell, and cross-sell potentials for existing customers. The predictive validity, stability, and high practical value of the predictive clusters were confirmed by the client in 2003 and 2004.
· In October, 2001, completed a study to identify ways to predict which competitive local exchange carrier (CLEC) customers would experience the most revenue growth in the next quarter and which would be most likely to drop accounts.
· In August, 2001, completed an analysis of insurance customer data showing that combining information from homeowner, auto, and other insurance lines using classification trees and transition models could dramatically improve accurate identification of cross-sell, up-sell, and retention opportunities.
· In 2000, completed a study of purchasing patterns among large business customers for Qwest communications. The results show that a few key products, together with factors such as account age, predict likely stability or churn of customers, as well as likely growth potential.
· In 2000, delivered to statistical analyses of the effects of U S WEST and competitor advertising and publicity (including brand/service commercials, direct mail, and news stories) on customer ratings of value and loyalty.
· Analyzed marketing data for AT&T-TCI to determine which current cable customers are most likely to switch to digital cable in the next quarter, based on current cable, telephony, and demographic risk factors.
· Created and validated a statistical (semi-Markov state transition) risk model to predict product and account attrition among U S WEST customers. Delivered to the CRMS group in U S WEST Communications a predictive model for identifying the likely future purchasing, product-drop, and account disconnect behaviors of individual customers. The new model has significantly greater predictive power than previous ones, achieving lifts of several hundred percent on the task of predicting which 10% of customers are most likely to buy specific products in the next few months.
· Developed new statistical optimal matching procedures to decide which products to offer which customers to maximize average revenue yield and lifetime revenue value for U S WEST Communications. Demonstrated a potential increase of over 40% for short-term revenues. 15% revenue increase was achieved in a preliminary in-market trial of intelligent scripting.
· Used a new causal modeling and data-mining technique to predict likely future product purchases from past purchase data and demographics, for U S WEST Consumer Services Group.
· Created a new forecasting model for application to short-term and cross-sectional market data. The new method combined classification tree analysis with compartmental flow simulation. Applied to real data, it successfully allowed growth in demand for access lines to be predicted as accurately using less than 6 months of data as was previously possible using over 5 years of data with conventional time series forecasting methods. The forecasts were used by U S WEST Communications in 1997.
· Created and implemented a combined machine-learning/transition simulation forecasting technique to use detailed call records to more accurately predict traffic loads arriving at different locations within a wireless network for PrimeCo Personal Communications Services Ltd.
· Developed a simulation-based model of cable customer transitions among different behaviors (adding and dropping basic and enhanced cable services, switching among services and locations, etc.) for TCI.
· Analyzed cable franchise data for over 400 TCI cable systems to identify predictors of service quality perceptions and churn. Successfully identified unexpected demographic predictors of profitability and satisfaction.
· Analyzed macroeconomic data and survey data for a consortium of Indonesian companies to predict the penetration of telephony, PCs, internet services, and cable over the next 15 years.
CONSTRUCTION DEFECT LITIGATION SUPPORT EXPERIENCE
Dr. Cox has testified as an expert statistician in numerous construction defect cases, typically seeking to clarify the types of valid statistical inferences about risks and defects that can be drawn from limited sample data. Dr. Cox has been deposed on statistical issues in the following construction defect cases, among others, since 2006.
Note: Arizona cases have generally been in Maricopa County.
· Aberle v. Brookfield Homes Deposition in Costa Mesa, California, 12/4/2012
· Age vs. DR Horton 4/9/2015
· Amezcua/Pua v. DR Horton Deposition in Arizona, 2/2/2010
· Amukamara/Larissa by Forecast Deposition in Arizona, 4/10/2007
· Arrants v. D.R. Horton Deposition in Arizona, 8/3/2010
· Aspen Creek Deposition in Arizona, 5/22/07
· D.R. Horton, Inc.-Denver vs. Canyon Creek Condominium Association, Inc. Deposition in Colorado, 12/10/2010
· Centercrest Deposition in Arizona, 3/14/2006
· Chaignot v. Beazer Deposition in Arizona, 4/22/2010
· Clark vs. WCHB (Mira Vista) Deposition 8/2/2013
· Cummings v. LenarDeposition in Arizona, 9/21/2006
· Dancy Deposition in Arizona, 11/09/2006
· Ensley et al. vs. Forecast Homes Deposition and trial in Arizona, 11/09/2009
· Frye Park Townhomes HOA v. Patterson Development LP Deposition in Arizona, 4/22/2010
· Goree v. Monterey Homes Deposition in Arizona, 11/30/2006
· Greenwood Estates Deposition in Arizona, 10/11/2010
· Hobbs vs. Elliott Deposition in Sacramento, CA, 4/1/2013
· Johnson v. Pulte Deposition in California, 4/4/2014
· Kerby Estates testified in arbitraton in Phoenix, Arizona 8/16/12, 8/17/2012, and 8/13/2012
· Landmark Towers Deposition in Arizona, 7/29/11
· Levinson v. Del Webb testified to arbitration panel in Phoenix, Arizona, 2/5/2013
· Magic Ranch by Richmond America Deposition in Denver, Colorado,12/13/2011
· Montage Deposition in Phoenix, Arizona, 8/20/2013
· Paloma Paseo Deposition in Arizona, 10/13/2007
· Premier Deposition in Arizona, 3/10/2009
· Raintree Deposition in Arizona, 8/3/2007
· Richards vs. Del Webb; see Levinson v. Del Webb
· Sun City Grand testified to arbitration panel in Phoenix, Arizona, 7/22/2011
· TerravitaDeposition in Arizona, 10/6/2006
· Third Street Lofts Deposition in San Francisco, 2/26/2013
· Windrose East Deposition in Arizona, 3/10/2009
TELECOMMUNICATIONS NETWORK DESIGN AND OPTIMIZATION EXPERIENCE
After leaving U S WEST Advanced Technologies, Dr. Cox led the following projects.
· Development and delivery of packet data and wireless network planning software tools to support design, capacity planning, routing, and restoration of traffic in robust, resilient networks for a major telecommunications equipment manufacturer (2012-2015)
· Development and delivery of SONET-DWDM ring and mesh network planning software tools that allow for unspecified (any-to-any) demands and incremental planning with ring, mesh, or hybrid protection and resilience against multiple simultaneous fiber cuts or other failures for a major telecommunications equipment manufacturer( (2005-2015).
· Led delivery of hybrid ring/mesh network planning software tool to Sprint (2004)
· Led delivery of SONET-DWDM mesh topology design tool to Tellabs, Inc. (2003)
· Developed network planning, optimization, and risk analysis tools for a satellite company (2002)
· Created a competitive cost model for Sprint’s national optical network (2002)
· Delivered a Passive Optical Network (PON) configurator tool to a PON equipment vendor (2002)
· Delivered to Sprint a port-level SONET ring planning tool. An initial version of the tool was successfully used in creating Sprint’s 2002 network build plan (2001)
· Delivered to Redback Networks a card-level SONET ring planning and optimization tool (2001). This software tool is now marketed commercially by Redback Networks.
· Delivered to Sprint a dark fiber network configuration planning tool, incorporating a proprietary genetic algorithm, that reduced costs of metro-area networks by over 50% compared to manual solutions. (2001 for fiber-only version and wireless link options)
· Delivered to Tellium a Dense Wave Division Multiplexing (DWDM) mesh topology design tool, marketed commercially as StarNet Planner. (2000)
· Delivered to Kestrel Solutions a SONET Ring Planning tool for optimizing placement of optical add-drop multiplexer components in optical ring networks. (2000)
· Created a new design for a backhaul network in Colorado that saved AT&T Wireless over 20% on their monthly backhaul charges. The new design, based on large-scale integer programming optimization, re-assigned traffic to hubs and recommended adding two new hubs to reduce system costs. (1999)
· For Sprint PCS, analyzed market demand forecasts and switching and interconnect costs. Led development of as 20-period network growth and capacity planning and optimization software model. Identified a way to save over $1M (approximately 10%) of network capital expenses for a small city by reconfiguring the initial choice of switch modules to allow a more efficient capacity expansion growth path (1997).
· For Cox California PCS, led development of a backhaul network optimization program, solved via a new genetic algorithm that reduced monthly backhaul costs by over 10% through more efficient of digital circuits to hubs and more economical use of SONET facilities.
· For PrimeCo Personal Communications Services, Ltd., created an optimization model of Multi-Channel Controller Card assignment and inventory management to reduce the costs of expanding network capacity through base station capacity upgrades.
PREVIOUS INDUSTRY EXPERIENCE
Before starting Cox Associates in 1986, Dr. Cox consulted in statistics, health and safety risk analysis, operations research, computer science, and econometrics for Arthur D. Little, Inc. He managed multimillion dollar AI risk analysis software development projects for the U S Air Force and led cases covering environmental fate and transport modeling of pollutants, risk analyses for transportation and processing facilities, reliability modeling of complex systems, and a variety of product development, insurance, R&D, computer security, and electric utility applications. He also served as an expert statistician and economist in support of several contract, tort, and administrative law cases and contributed to projects on USDA Standards and Grades for food products, statistical analysis of cigarette smoking data, safety of different types of protective masks, etc.
In 1984, Dr. Cox won Arthur D. Little's Presidential Award for outstanding contributions to the development of R&D planning and risk assessment methodologies for the Electric Power Research Institute (EPRI).
Prior to joining Arthur D. Little, Dr. Cox worked in societal risk analysis, experimental cognitive psychology of text processing, and applied statistics, at the American Institutes for Research (AIR). He co-authored a widely cited book on the effects of court sanctions on risks of chronic delinquent behavior, featured on Good Morning America (e.g., www.theatlantic.com/politics/crime/wilson.htm).
OTHER TECHNOLOGY EXPERTISE
Dr. Cox has testified as an expert in risk analysis before the Mining Safety and Health Administration (MSHA) on health risks from respirable coal dust (2011); before the Subcommittee on Energy and Power of the House Energy and Commerce Committee of Congress on health effects of air pollutants (2012); before the U. S. House Science Committee Subcommittee on Environment on Ensuring Open Science at EPA (February, 2014); before the Occupational Safety and Health Administration (OSHA) on crystalline silica risks (March, 2014); and before the House Subcommittee on Energy and Power and the Subcommittee on Commerce, Manufacturing, and Trade, on public health effects of ozone (June, 2015).
Dr. Cox was U S WEST Advanced Technologies' technical expert on statistics and econometrics, artificial intelligence, decision and risk analysis, and digital signal processing technologies, emphasizing pattern recognition, spoken language understanding, and machine-learning applications. He has appeared on CNN and has been interviewed by KGNU Radio, the Wall Street Journal, Newsweek, and various newspapers about profitable business applications of these and related technologies. He frequently represented U S WEST to regulators and utility commissions in explaining the purpose, value, and accomplishments of U S WEST's work these areas. Dr. Cox has been interviewed many times about topics related to human health risks of chemicals and antibiotics. A presentation by Dr. Cox on animal antibiotic risks is described in the Science section of The New York Times (2006)
Dr. Cox has also been interviewed by The Washington Post (2005). The Denver Post (2005) and other national newspapers about potential risks of BSE (“mad cow” disease) in the US from imported Canadian cattle. He has been interviewed and quoted on a variety of topics related to quantitative risk assessment and modeling, including dose-response hormesis, infectious diseases, threats to children’s health from chemicals, resistance to animal antibiotics(2010), and terrorism risk analysis (2010).
· Society for Risk Analysis (SRA). Fellow since 1993. (Fellowship recognizes lifetime contributions to the field of risk analysis)
· Institute for Operations Research and the Management Sciences (INFORMS), Edelman Laureate since 2006 (recognizing outstanding achievement in the practice of OR/MS.).
· Member of the American Statistical Association since 1993.
· Editor-in-Chief, Risk Analysis: An International Journal. 2013-Present
· President, Rocky Mountain Chapter, Institute for Operations Research and Management Science (INFORMS) 2013-2014
· Treasurer of the Society for Risk Analysis (SRA), 2007-8; Treasurer-Elect, 2006
· Counselor for the 400-member ORSA Special Interest Group on Telecommunications, 1992
· Member of the International Life Sciences Institute's (ILSI's) Risk Science Institute Cancer Dose-Response Working Group in 1991-1992.
· Counselor, Rocky Mountain Chapter of the SRA, 1990-1991
· Secretary and co-founder, New England Chapter of the SRA, 1985-86
Selected Awards and Honors
· 2015Best Published Papers Demonstrating an Application of Risk Assessment: Top Five Papers award, awarded by the Risk Assessment Specialty Section of the Society of Toxicology, March, 2015
· 2012 Inducted into the National Academy of Engineering “For applications of operations research and risk analysis to significant national problems.”
· 2011 Best Paper Award, Society for Risk Analysis, for A causal model of chronic obstructive pulmonary disease (COPD) risk. http://www.sra.org/journal_best_paper_awards.php
· 2008 Innocentive Challenge Award. In 2008, Dr. Cox's proprietary solution to a challenge on “Statistical Methods to Predict Clinical Response” won an InnoCentive Award from Eli Lilly.
· 2007 Outstanding Practitioner Award, recognizing excellent performance in the practice of risk analysis. Awarded by the Society for Risk Analysis. San Antonio, TX, December, 2007.
· Outstanding Published Paper in 2006 Demonstrating an Application of Risk Assessment, awarded by the Risk Assessment Specialty Section of the Society of Toxicology, March, 2007.
· Franz Edelman Finalist Award, for achievement in the practice of Operations Research and the Management Sciences, Institute for Operations Research and Management Science (INFORMS), 2006.
· Best Reviewer, Decision Sciences, for Risk Analysis: An International Journal. 2006
· Best Paper Award, Society for Risk Analysis, 2003 www.sra.org/newsletter/news0204.pdf
· Best Paper Award, Society for Risk Analysis, 2002, www.sra.org/news0203.pdf
· POMS National Award Finalist for paper: Cox LA, Bell G, Glover F. A new learning approach to process improvement in a telecommunications company. Production and Operations Management,4, 3, 217-227, 1995. Production and Operations Management Society
· INFORMS Prize, best real-world applications of operations research with substantial business value, 1994
· Fellow of the Society for Risk Analysis, 1993
At U S WEST Dr. Cox also received many awards. Under his leadership, in 1994, U S WEST won the prestigious INFORMS Prize, awarded annually to the company in the world that has best applied operations research methods in innovative ways that have had profound business impact. In 1991 Dr. Cox won U S WEST's Special Achievement Award for developing new approaches to business risk analysis widely applied by U S WEST International. In 1992, he won the U S WEST's Chairman's Award and two Special Achievement Awards for innovations in network design credited with saving U S WEST over $100M. In 1994, Dr. Cox won U S WEST's new President's Club and Circle of Excellence Awards for innovations in probabilistic analysis of customer choice behavior.
LOUIS ANTHONY COX, JR. - PATENTS
Dr. Cox has applied risk analysis, statistical decision theory, and optimization principles to several fields in new ways. He is inventor or co-inventor of the following innovations.
Speech Synthesis Using Perceptual Linear Prediction Parameters (U.S. Pat. # 5,165,008, awarded November 17, 1992. Canadian Patent #2,074,418 awarded December 12, 1995.)
(U.S. Patent #5,508,999, awarded April 16, 1996.)
Method and System for Planning and Installing Communication Networks.
(U.S. Patent #5,515,367, awarded May 7, 1996.)
Automated system and method for voice processing.
(U.S. Patent #5655006, awarded August 5, 1997.)
Method and system for identifying a corrupted speech message signal.
(U.S. Patent #5,684,921, awarded November 4, 1997.)
Method for providing a linguistically competent dialogue with a computerized service representative. (U.S. Patent #5,685,000, awarded November 4, 1997.)
Method and system for developing network analysis and modeling with graphical objects. (U.S. Patent #5,715,432, awarded February 3, 1998)
Adaptive knowledge base of complex information through interactive voice dialogue.
(U.S. Patent # 5,774,860, awarded June 30, 1998)
Method and system for linguistic command processing in a video server environment.
(U.S. Patent #5,832,439, awarded November 3, 1998)
Architecture and method for providing interactive broadband products and services using existing telephone plant. (U.S. Patent #5,857,142, awarded January 4, 1999.) http://www.patentstorm.us/patents/5857142.html
Method for annotating and editing voice messages via acoustic bullet points. (U.S. Patent #5,943,402, awarded August 24th, 1999, http://www.patents.ibm.com/details?pn=US05943402__)
Calendar system with direct and telephony networked voice control interface. (U.S. Patent #6,009,398, awarded December 28th, 1999, http://www.patents.ibm.com/patlist?icnt=US&patent_number=6009398&x=27&y=11 )
Method and system for designing a cellular communication system. (U.S. Patent #6,181,917, awarded January 30th, 2001, http://www.delphion.com/cgi-bin/viewpat.cmd/US06181917, http://www.patentstorm.us/patents/6181917.html )
LOUIS ANTHONY COX, JR., PH.D.
Cox LA Jr. (Ed.) Breakthroughs in Decision and Risk Analysis. Wiley, 2015.
Cox, LA Jr. Improving Risk Analysis. Springer. New York. 2013.
Cox, LA Jr. Risk Analysis of Complex and Uncertain Systems. Springer. New York. 2009. (Reviewed at http://pubsonline.informs.org/doi/pdf/10.1287/inte.1100.0506.)
Cox, LA Jr. Quantitative Health Risk Analysis Methods: Modeling the Human Health Impacts of Antibiotics Used in Food Animals. Springer. New York. 2006.
Cox, LA Jr. Risk Analysis: Foundations, Models and Methods. Springer. New York. 2001. International Series in Operations Research & Management Science, 45.
Cox, LA Jr. and Ricci PF (eds), New Risks: Issues and Management. Plenum Press, 1990.
Murray, C.A., and LA Cox, Jr., Beyond Probation: Juvenile Corrections and the Chronic Delinquent. Sage Publications, Beverly Hills, CA, 1979.
Wiley Encyclopedia of Operations Research and Management Science. 2011.Area Editor for Decision Analysis, Risk Analysis, and Game Theory sections.
Cox T, Lowrie K. Preparing for, Responding to, and Recovering from Hurricane Flooding Disasters. On-Line Special Issue of Risk Analysis: An International Journal. Wiley-Blackwell. 2017.
Aven T., Cox LA Jr. Simple Characterizations and Communication of Risks. On-Line Special Issue of Risk Analysis: An International Journal. Wiley-Blackwell. 2016.
Aven T., Cox LA Jr. Foundations of Risk Analysis. On-Line Special Issue of Risk Analysis: An International Journal. Wiley-Blackwell. 2015.
Greenberg, M.R., and Cox, LA Jr. Economics of Risk Analysis. On-Line Special Issue of Risk Analysis: An International Journal. Wiley-Blackwell. 2014.
Haas C.N., Cox LA Jr. Risk Analysis of Influenza. On-Line Special Issue of Risk Analysis: An International Journal. Wiley-Blackwell. 2013.
Cox LA Jr. and Greenberg M.R. (Eds) Advances in Terrorism Risk Analysis. On-Line Special Issue of Risk Analysis: An International Journal. Wiley-Blackwell. 2011.
Cox LA Jr. Bier VM. Probabilistic Risk Analysis. Chapter 1 in VM Bier (Ed), The Gower Handbook of Extreme Risk. 2017. (In press)
Cox LA Jr. Quantifying and Reducing Uncertainty about Causality in Public Health and Safety Risk Analysis. In Ghenam R et al. (Eds), Springer Handbook of Uncertainty Quantification. 2017.
Becker RA et al. How well can carcinogenicity be predicted by high throughput “characteristics of carcinogens” mechanistic data? Regulatory Toxicology and Pharmacology 90C (2017) pp. 185-196
Cox LA, Liu X, Shi L, Zu K, Goodman J. Applying nonparametric methods to analyses of short-term fine particulate matter exposure and hospital admissions for cardiovascular diseases among older adults. Int. J. Environ. Res. Public Health 2017, 14(9), 1051; doi:10.3390/ijerph14091051
Cox LA, Schnatter AR, Boogaard PJ, Banton M, Ketelslegers HB. Non-parametric estimation of low-concentration benzene metabolism. Chemo-Biological Interactions. Sep. 2017.
Cox T. Review of Misbehaving: The Making of Behavioral Economics by Richard Thaler. Risk Analysis. 2017 Sep; 37(9): 1796-1798.
Cox LA Jr. Do causal concentration-response functions exist? A critical review of associational and causal relations between fine particulate matter and mortality. Critical Reviews in Toxicology. 2017 Aug; 47(7): 603-631.
Dudley S. et al. Consumer’s guide to regulatory impact analysis: ten tips for being an informed policymaker. Journal of Benefit-Cost Analysis. 2017 Jul.
Cox T. Review of Algorithms to Live By: The Computer Science of Human Decisions by Brian Christian and Tom Griffiths. Risk Analysis. 2017 June; 37(6): 1201-1207.
. Environmental Research. 2017 May;155: 92-107.
Cox T. Review of Superforecasting: The Art and Science of Prediction by Philip E. Tetlock and Dan Gardner. (2015). New York: Broadway Books. Risk Analysis. 2017 Feb;37(2): 396-397.
Cox LA Jr. Concentration-response associations used to estimate public health benefits of less pollution are not valid causal predictive models. Letter to the Editor. Ann Am Thorac Soc. 2016 Dec;13(12): 2280-2281.
Cox LA Jr. How accurately and consistently do laboratories measure workplace concentrations of respirable crystalline silica? Regul Toxicol Pharmacol. 2016 Nov;81:268-274.
Lee RJ, Van Orden DR, Cox LA Jr., Arlauckas S, Kautz RJ. Impact of muffle furnace preparation on the results of crystalline silica analysis. Regul Toxicol Pharmacol. 2016 Oct;80:164-72.
Cox LA Jr. Rethinking the meaning of concentration–response functions and the estimated burden of adverse health effects attributed to exposure concentrations. Risk Analysis .2016 Sep;36(9):1770-1779
Cox LA Jr. Re: “Unconventional natural gas development and birth outcomes in Pennsylvania, USA.” Letter to the Editor. Epidemiology. 2016 Nov;27(6):e37.
Cox LA, Popken DA, Kaplan AM, Plunkett LM, Becker RA. How well can in vitro data predict in vivo effects of chemicals? Rodent carcinogenicity as a case study. Regulatory Toxicology and Pharmacology. 2016 Jun;77:54-64.
Cox LA, Jr. and Goodman JE. Re: “Estimating causal associations of fine particles with daily deaths in Boston.” Letter to the Editor. American Journal of Epidemiology. 2016 Mar 15;183(6):593.
Aven A, Cox LA Jr. National and global risk studies: How can the field of risk analyusis contribute? Risk Analysis. 2016Feb; 36(2): 186-190.
Cox LA Jr. Overcoming learning-aversion in evaluating and managing uncertain risks. Risk Analysis. 2015 Oct; 35(10)
Popken DA, Cox LA Jr. Quantifying human health risks caused by Toxoplasmosis from open system production of swine. Human and Ecological Risk Assessment. 2015 Oct 3; 21(7): 1717-1735
Cox LA Jr, Van Orden DR, Lee RJ, Arlauckas SM, Kautz RA, Warzel AL, Bailey KF, Ranpuria AK. How reliable are crystalline silica dust concentration measurements? Regulatory Toxicology and Pharmacology 2015 Jul 6;73(1):126-136.
Cox LA Jr. 2015. Food microbial safety and animal antibiotics. Chapter 15 in Chen C-Y, Yan X, Jackson CR (Eds). Antimicrobial Resistance and Food Safety: Methods and Techniques. Elsevier, New York.
Cox, LA Jr, Popken DA. Has reducing PM2.5 and ozone caused reduced mortality rates in the United States? Annals of Epidemiology. 2015 Mar;25(3):162-73.
Weill D, Chatfield E, Cox A Jr, Gamble J, Gibbs G, Wylie A. Letter to JOEH Editor - In reference to Hwang at al. "The Relationship Between Various Exposure Metrics for Elongate Mineral Particles (EMP) in the Taconite Mining and Processing Industry" JOEH,11:613-624, 2014.J Occup Environ Hyg. 2015 Jan 23:0.
Cox LA Jr, Popken DA. Quantitative assessment of human MRSA risks from swine. Risk Analysis. 2014 Sep;34(9):1639-50
Cox LA, Popken D, Marty MS, Rowlands JC, Patlewicz G, Goyak KO, Becker RA. Developing scientific confidence in HTS-derived prediction models: Lessons learned from an endocrine case study. Regulatory Toxicology and Pharmacology. 2014 Aug; 69(3):443-50.(Winner, “Best Published Papers in 2014 Demonstrating an Application of Risk Assessment: Top Five Papers” award, Society of Toxicology, Risk Assessment Specialty Section, March, 2015)
Paté-Cornell E, Cox LA Jr. Improving risk management: from lame excuses to principled practice.Risk Analysis. 2014 Jul;34(7):1228-39.
Cox, LA Jr. Caveats for causal interpretations of linear regression coefficients for fine particulate (PM2.5) air pollution health effects. Risk Analysis. 2013 Dec;33(12):2111-25.
Cox LA Jr. Improving causal inference in risk analysis. Risk Analysis. 2013 Oct;33(10): 1762-71.
Cox LA Jr. Decision and risk psychology: Seven recent books. Risk Analysis. 2013 Sep; 33(9): 1749-57.
Linkov I, Wood MD, Ditmer R, Cox A, Ross R. Collective risk management: insights and opportunities for DoD decision-makers. Environment Systems and Decisions. 2013 Sep; 33(3): 335-340.
Cox LA Jr. Popken DA, Ricci PF. Warmer is healthier: Effects on mortality rates of changes in average fine particulate matter (PM2.5) concentrations and temperatures in 100 U.S. cities. Regulatory Toxicology and Pharmacology. 2013 Aug;66(3):336-46
Alderson D, Brown G, Carlyle M, Cox LA Jr. Sometimes there is no “most-vital” arc: Assessing and improving the operational resilience of systems. Military Operations Research. 2013 18(1):21-37
Cox LA Jr., Popken DA, Berman W. Causal vs. spurious spatial exposure-response associations in health risk analysis. Critical Reviews in Toxicology 2013. Jan; 43(S1):26-38
Berman W, Cox LA, Popken DA. A cautionary tale: The characteristics of two-dimensional distributions and their effects on epidemiological studies employing an ecological design. Critical Reviews in Toxicology 2013. Jan; 43(S1):1-25
Berman W, Cox LA, Popken DA. Resisting the urge to act on random patterns: A reply to Schenker et al. Critical Reviews in Toxicology 2013 Aug; 43(7): 609-10
Cox LA Jr. Community resilience and decision theory challenges for catastrophic events. Risk Analysis. 2012 Nov;32(11):1919-34.
Cox LA Jr. Confronting deep uncertainties in risk analysis.RiskAnalysis 2012 Oct;32(10):1607-29.
Novosyolov A, Cox LA Jr. Introduction to the special issue: Insights and applications from financial risk analysis. Risk Analysis. 2012 Aug;32(8):1275-6.
Cox LA Jr. and Singer RS. Confusion over antibiotic resistance: Ecological correlation is not evidence of causation. Foodborne Pathogens and Disease. 2012Aug;9(8):776.
Cox LA Jr. Evaluating and improving risk formulas for allocating limited budgets to expensive risk-reduction opportunities. Risk Analysis. 2012 Jul;32(7):1244-52.
Cox LA Jr. Book Review. Poverty and Risk: A Review of Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty by Abhijit V. Banerjee and Esther Durflo. Risk Analysis. 2012 June;32(6):1104-1108
Greenberg M, Haas C, Cox LA Jr, Lowrie K, McComas K, North W. Ten most important accomplishments in risk analysis, 1980-2010. Risk Analysis 2012 May;32(5):771-81.
Cox LA Jr. Reassessing the human health benefits from cleaner air. Risk Analysis 2012 May;32(5):816-29
Cox LA Jr. Miscommunicating risk, uncertainty, and causation: Fine particulate air pollution and mortality risk as an example. Risk Analysis 2012 May;32(5):765-7.
Cox LA Jr. Why frequency is not well defined for engineering systems with nonexponential failure times. Risk Analysis 2012. Mar;32(3):368-72.
Cox LA Jr. Why income inequality indexes do not apply to health risks. Risk Analysis 2012. Feb; 32(2): 192-196
Cox LA Jr. Low-dose nonlinear effects of smoking on coronary heart disease risk. Dose-Response. 2012;10(2):219-32.
Cox LA Jr. Dose-response thresholds for progressive diseases. Dose-Response. 2012;10(2):233-50.
Cox LA Jr. Hormesis for fine particulate matter (PM2.5). Dose-Response 2012; 10(2):209-18.
Ricci PF, Straja SR, Cox LA Jr. Changing the risk paradigms can be good for our health: J-Shaped, linear and threshold dose-response models. Dose-Response. 2012;10(2):177-89
Cox LA Jr. Clarifying types of uncertainty: When are models accurate, and uncertainties small? Risk Analysis. 2011 Oct;31(10):1530-3.
Cox LA Jr. An exposure-response threshold for lung diseases and lung cancer caused by crystalline silica. Risk Analysis. 2011 Oct;31(10):1543-60.
Cox LA Jr. Foundations of decision theory. Wiley Encyclopedia of Operations Research and Management Science. 2011 http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470400633.html
Cox LA Jr. Managing R&D and risky projects. Wiley Encyclopedia of Operations Research and Management Science. 2011
Cox LA Jr., Greenberg MR. Introduction to Special Issue: Advances in Terrorism Risk Analysis. RiskAnalysis. 2011
Cox LA Jr., WA Huber. Why risk is not variance. Wiley Encyclopedia of Operations Research and Management Science.2011
Mathers J, Flick S, Cox LA Jr. Longer-duration uses of tetracyclines and penicillins in U.S. food-producing animals: Indications and microbiologic effects. Environment International. 2011 Jul;37(5):991-1004
Brown GG, Cox Jr LA. Making terrorism risk analysis less harmful and more useful: Another try. Risk Analysis. 2011 Feb;31(2):193-5
Brown G, Cox LA Jr. How probabilistic risk assessment can mislead terrorism risk analysts. Risk Analysis.2011 Feb;31(2):196-204
Cox LA Jr. The impossibility of defining “frequency” satisfactorily, revisited. RiskAnalysis.2010 Oct;30(10):1464-5.
Cox LA Jr. Regression versus causation, revisited.RiskAnalysis. 2010 April; 30(4):535-540.
Cox LA Jr., Popken DA. Assessing
potential human health hazards and benefits from subtherapeuticantibiotics in
Cox T. More general conditions under which mean-variance decision making is unjustified. Risk Analysis. 2010 March; 30(3):329.
Cox LA Jr. Game theory and risk analysis. Risk Analysis. 2009 Aug;29(8):1062 -8.
Cox LA Jr.What's wrong with hazard-ranking systems? An expository note.Risk Analysis. 2009 Jul;29(7):940-8.
Cox LA Jr.A mathematical model of protease-antiprotease homeostasis failure in chronic obstructive pulmonary disease (COPD).Risk Analysis 2009 Apr;29(4):576-86.
Parnell GS, Borio LL, Cox LA, Brown GG, Pollock S, Wilson AG. Response to Ezell and von Winterfeldt. Biosecurity and Bioterrorism: Biodefense Strategy, Practice, and Science. March 2009, 7(1): 111-112
Cox LA Jr.Improving risk-based decision making for terrorism applications. Risk Analysis 2009 March;29(3):336-341.
Cox, LA Jr. Making Telecommunications Networks Resilient Against Terrorist Attacks. Chapter 8 in Bier VM and Azaiez MN (Eds). Game Theoretic Risk Analysis of Security Threats. Springer, New York. 2009. http://www.springer.com/engineering/production+eng/book/978-0-387-87766-2
Cox LA Jr. Could removing arsenic from tobacco smoke significantly reduce smoker risks of lung cancer? Risk Analysis 2009 Jan; 29(1):3-17.
Cox LA Jr. Target
Sites – Cardiovascular. In P. Wexler et
al.(Eds.) Information Resources in Toxicology, Fourth
Edition. Elsevier Inc.
LA Jr. Target Sites –
Hematopoiesis. In P. Wexler et al.(Eds.) Information Resources in Toxicology, Fourth
Edition. Elsevier Inc.
Bier VM, Cox LA Jr, Azaiez MN. Why Both Game Theory and Reliability Theory are Important in Defending Infrastructure Against Intelligent Attacks. Chapter 1 in Bier VM and Azaiez MN (Eds). Game Theoretic Risk Analysis of Security Threats. Springer, New York. 2009. www.springer.com/engineering/production+eng/book/978-0-387-87766-2
Cox LA Jr., Brown GG, Pollock SM. When is uncertainty about uncertainty worth characterizing? Interfaces 2008 Nov.-Dec. 38(6):465-468.
Cox LA Jr. Some limitations of "Risk = Threat x Vulnerability x Consequence" for risk analysis of terrorist attacks.Risk Analysis 2008. Dec. 28(6):1749-1762.
Cox Jr LA, Popken DA. Overcoming confirmation bias in causal attribution: A case study of antibiotic resistance risks. Risk Analysis 2008 Oct; 28(5):1155-1171.
Cox LA Jr. R&D Planning and Risk Management. Wiley Encyclopedia of Quantitative Risk Analysis and Assessment, 2008.
Cox LA Jr. Managing Foodborne Risks. Wiley Encyclopedia of Quantitative Risk Analysis and Assessment, 2008.
Cox LA Jr, Greenberg MR, Bostrom A, Haas C, Haimes Y, Landis W, Lowrie KW, Moolgavkar S, North W.What is the scope of the journal Risk Analysis? (Invited Editorial). Risk Analysis 2008 Oct; 28(5):1135-1136.
Cox LA Jr, Ricci PF.Causal regulations vs. political will: Why human zoonotic infections increase despite precautionary bans on animal antibiotics. Environment International 2008 May;34(4):459-75
Cox LA Jr. What's wrong with risk matrices? Risk Analysis 2008 Apr;28(2):497-512.
Cox LA Jr, Huber WA. Symmetry, identifiability, and prediction uncertainties in multistage clonal expansion (MSCE) models of carcinogenesis. Risk Analysis 2007 Dec;27(6):1441-53.
Cox LA Jr.. Regulatory false positives: True, false, or uncertain? [letter] Risk Analysis 2007 Oct;27(5):1083-6.
Cox LA Jr. Health Risk Analysis for Risk Management Decision-Making. Chapter 17 inAdvances in Decision Analysis. W. Edwards, R. Miles, D. von Winterfeldt, Eds. Cambridge University Press. 2007. http://www.cambridge.org/us/catalogue/catalogue.asp?isbn=0521682304
Bier V, Cox LA Jr. Probabilistic Risk Analysis for Engineered Systems. Chapter 15 inAdvances in Decision Analysis. W. Edwards, R. Miles, D. von Winterfeldt, Eds.. Cambridge University Press. 2007. http://www.cambridge.org/us/catalogue/catalogue.asp?isbn=0521682304
Cox LA Jr, Popken DA.Some limitations of aggregate exposure metrics. Risk Analysis 2007 Apr;27(2):439-45.
Cox LA Jr. Does concern-driven risk management provide a viable alternative to QRA? Risk Analysis 2007 Feb;27(1):27-43.
Cox LA Jr., Popken DA, Carnevale R. Quantifying human health risks from animal antimicrobials. Interfaces 2007 Jan-Feb; 37(1): 22-38. http://interfaces.journal.informs.org/cgi/content/abstract/37/1/22
Singer RS, Cox LA Jr, Dickson JS, Hurd HS, Phillips I, Miller GY. Modeling the relationship between food animal health and human foodborne illness. Preventive Veterinary Medicine. 2007 Jan 29.
Cox LA Jr. Quantifying potential health impacts of cadmium in cigarettes on smoker risk of lung cancer: A portfolio-of-mechanisms approach. Risk Analysis 2006 Dec;26(6):1581-99.
Cox LA Jr, Sanders E.. Estimating preventable fractions of disease caused by a specified biological mechanism: PAHs in smoking lung cancers as an example. Risk Analysis 2006 August 6(4):881-892. (Winner, "The Outstanding Published Paper in 2006 Demonstrating an Application of Risk Assessment", awarded by the Risk Assessment Specialty Section of the Society of Toxicology, March, 2007)
Cox LA Jr. and D Babayev. Networked facilities expansion problem. International Journal of Information Technology and Decision-Making 2006 June; 5(2):379-396. http://www.worldscinet.com/ijitdm/05/0502/S0219622006002003.html
Cox LA.Detecting causal nonlinear exposure-response relations in epidemiological data. Dose Response.2006 Aug 19;4(2):119-32.
Cox LA Jr, Wong C. State transition model for customer relationship management. Direct Marketing Analytics Journal. May, 2006, 9-15.
Cox LA. Universality of J-Shaped and U-Shaped dose-response relations as emergent properties of stochastic transition systems. Dose-Response2006 May 1; 3(3): 353–368.
Cox LA Jr. Enrofloxacin in poultry and human health [letter]. Emerging Infectious Diseases. 2006 May;12(5): 872-3.http://www.cdc.gov/ncidod/EID/vol12no05/05-1477_06-0305.htm
Cox LA Jr.Routine use of antibiotics in food animals increases protein production and reduces prices [letter]. Clinical Infectious Diseases 2006 Apr 1;42(7):1053.
Cox T. Potential Human Health Impacts of Banning Antibiotics Used in Food Animals: A Case Study of Virginiamycin. Chapter in D. Barug, J. de Jong, A.K. Kies and M.W.A. Verstegen (Eds).Antimicrobial Growth Promoters Where Do We Go From Here?Wageningen Academic Publishers. The Netherlands. 2006. www.wageningenacademic.com/antimicrobial
Cox LA Jr, Popken DA. Quantifying potential human health impacts of animal antibiotic use: Enrofloxacin and macrolides in chickens. Risk Analysis. 2006 Feb;26(1):135-46.
(Note: The publisher has made this article available for free as one of the most-cited Risk Analysis articles of 2005-2007,
Cox LA Jr. Animal antibiotic use and human health: No expert judgment is needed to determine that reducing cases reduces risk. Risk Analysis. 2006 Feb;26(1):157-61.
Ricci PF, Cox LA Jr, MacDonald TR. Science-policy in environmental and health risk assessment: If we cannot do without, can we do better? Hum ExpToxicol. 2006 Jan;25(1):29-43.
Cox LA Jr. Some limitations of a proposed linear model for antimicrobial risk management. Risk Analysis. 2005 Dec; 25(6): 1327-1332.
Cox LA Jr, Phillips I.. Salmonella serotype typhimurium, not antimicrobial resistance per se, is associated with excess bloodstream infections and hospitalizations. Letter to the Editor, Journal of Infectious Diseases. 2005 Dec 1; 192(1): 2029-2030.www.journals.uchicago.edu/ cgi-bin/resolve?id=doi:10.1086/498044
Cox LA, Babayev D. Optimization under uncertainty via random sampling of scenarios II. Applied and Computational Mathematics, 2005;4(1): 20-28
Cox LA Jr., VanSickle JJ, Popken DA, Sahu R. Optimal tracking and testing of US and Canadian herds for BSE: A Value-of-Information (VoI) approach. Risk Analysis, 2005; 25(4): 827-840.http://www.blackwell-synergy.com/doi/abs/10.1111/j.1539-6924.2005.00648.x
Ricci PF, Cox LA Jr, MacDonald TR. First do no harm: Can regulatory science-policy in risk assessment be deleterious to health? Biological Effects of Low Level Exposures (BELLE) Newsletter, 2005 July;13(10):26-37
Cox, LA Jr. Precaution and consequences. Letter to the Editor. PLoS Medicine. July, 2005. http://medicine.plosjournals.org/perlserv/?request=read-response&doi=10.1371/journal.pmed.0020232
Cox LA Jr. Parkinsonism and welding: testing for statistical vs. causal associations. Letter to the Editor. Neurology. June 29, 2005. http://www.neurology.org/cgi/eletters/64/2/230
Cox LA Jr, Babayev D, Huber W.Some limitations of qualitative risk rating systems. Risk Analysis, 2005 Jun;25(3):651-62
Cox LA Jr, Copeland D, Vaughn M.Antimicrobial resistance in Campylobacter. Letter to the Editor. Emerging Infectious Diseases, 2005 June; 11(6) http://www.cdc.gov/ncidod/EID/vol11no06/04-0689_05-0266.htm
Ricci PF, MacDonald TR, Cox LA Jr. Precautionary decision making: Analysis and results. Int. J. Risk Assessment and Management, 2005 6(2-4):237-270.
Cox LA Jr, Copeland D, Vaughn M.. Ciprofloxacin resistance does not affect duration of domestically acquired campylobacteriosis. Letter to the Editor. Journal of Infectious Diseases. 2005 May 1; 191(1): 1565-6.http://www.journals.uchicago.edu/JID/journal/contents/v191n9.html
Cox LA Jr, Ricci PF.. Causation in risk assessment and management: Models, inference, biases, and a microbial risk-benefit case study. Environ Int. 2005 Apr;31(3):377-97.
Cox, LA Jr. Predicting and optimizing customer behaviors. Chapter 12 in A. Labbi (Ed.), Handbook of Integrated Risk Management for E-Business: Measuring, Modeling, and Managing Risk. J. Ross Publishing. February, 2005. http://www.jrosspub.com/Engine/Shopping/catalog.asp?store=12&category=351&item=2813
Cox LA, VanSickle JJ, Popken DA, Sahu R. Reply to Comment on Tracking and testing of US and Canadian cattle herds for BSE: A risk management dilemma. CHOICES: The Magazine of Food, Farm, and Resource Issues. 1st Quarter, 2005. http://www.choicesmagazine.org/2005-1/comment.htm
Cox LA, Babayev D. Optimization under uncertainty via random sampling of scenarios I. Applied and Computational Mathematics, 2004 December;3(2):95-106.
Popken, DA and LA Cox. A simulation-optimization approach to air warfare planning. Journal of Defense Modeling and Simulation, 1(3), 127-140. December, 2004. http://www.scs.org/pubs/jdms/vol1number3/Popken.pdf
Ricci PF, Cox LA Jr, MacDonald TR.Precautionary principles: a jurisdiction-free framework for decision-making under risk. Human Experimental Toxicology 2004 Dec;23(12):579-600. Previously published in BELLE (Biological Effects of Low Level Exposures) Newsletter. 2004 Sep;12(2):13-33. http://www.belleonline.com/BELLE_09_04F.pdf
Cox LA, VanSickle JJ, Popken DA, Sahu R. Tracking and testing of US and Canadian cattle herds for BSE: A risk management dilemma. CHOICES: The Magazine of Food, Farm, and Resource Issues. 4th Quarter, 2004, 51-4. http://www.choicesmagazine.org/2004-4/grabbag/2004-4-12.htm
Cox LA Jr. Domestically acquired fluoroquinolone-resistant Campylobacter infection. Letter to the Editor. Clin Infect Dis. 2004 Nov 1;39(9):1399-1400. http://www.journals.uchicago.edu/CID/journal/issues/v39n9/34073/34073.html,
Cox LA Jr, Popken DA.. Bayesian Monte Carlo uncertainty analysis of human health risks from animal antimicrobial use in a dynamic model of emerging resistance. Risk Analysis, 24, 5, October 2004. 1153-1164. (Winner, Society for Risk Analysis, 2003 Best Paper Award. http://www.sra.org/newsletter/news0204.pdf)
Cox LA Jr. Campylobacter risk data out of date? Letter to the Editor. Comprehensive Reviews in Food Science and Food Safety. 3, October, 2004. http://www.ift.org/pdfs/crfsfs/crfsfsv3n4p0125-0126.pdf, http://members.ift.org/NR/rdonlyres/A116915E-BDC5-4E31-9B40-2771D8545C2B/0/crfsfsv3n4p01250126.pdf
Phillips I, Casewell M, Cox T, De Groot B, Friis C, Jones R, Nightingale C, Preston R, Waddell J. Does the use of antibiotics in food animals pose a risk to human health? A reply to critics. J AntimicrobChemother. 2004 May 12. http://jac.oxfordjournals.org/cgi/content/full/54/1/276
Cox LA Jr, Popken DA.Quantifying human health risks from virginiamycin used in chickens. Risk Analysis 24, 1. February, 2004. 271-88. (Finalist, Society for Risk Analysis, 2002 Best Paper Award.)
Phillips I, Casewell M, Cox T, De Groot B, Friis C, Jones R, Nightingale C, Preston R, Waddell J. Does the use of antibiotics in food animals pose a risk to human health? A critical review of published data. J AntimicrobChemother. 2004 Jan;53(1):28-52.
Bafundo KW, Cox LA, Jr., Bywater R, 2003. Causal animal antibiotic-foodborne illness relationship explored. Feedstuffs. June 30, 2003. p. 8 (Invited Letter to the Editor).
Cox LA Jr. Mortality associated with foodborne bacterial gastrointestinal infections: Statistical method is worth examining. BMJ. 2003 Jun 7;326(7401):1265. Rapid ResponseLetter. http://bmj.com/cgi/eletters/326/7385/357#29767
Bafundo KW, Cox LA, Jr., Bywater R, 2003. The use of virginiamycin in food animal production. Feedstuffs. Jan. 20, 2003. 26-27. (Letter to the Editor)
Lipscomb JC, Teuschler LK, Swartout J, Popken D, Cox T, Kedderis GL.. The impact of Cytochrome P450 2E1-dependent metabolic variance on a risk-relevant pharmacokinetic outcome in humans. Risk Analysis 2003 Dec;23(6):1221-38.
Ricci PF, Rice D, Ziagos J, Cox LA. Precaution, uncertainty and causation in environmental decisions. Environ Int. 2003 Apr;29(1):1-19.
Cox LA 2002. Reexamining the causes of campylobacteriosis. International Journal of Infectious Diseases. Dec. 6. Supplement 3:S26-S36
Cox LA, Popken, DA, 2002. Quantifying human health impacts of animal antibiotics: Risk management alternatives for enrofloxacin. Winner, Society for Risk Analysis Best Paper Award, December, 2002. www.sra.org/news0203.pdf
Cox, LA, Popken DA, 2002. A simulation model of human health risks from chicken-borne Campylobacter jejuni.Technology, 9:55-84.
Cox, LA Jr., 2002. Data mining and causal modeling of customer behaviors. Telecommunications Systems. 21(2-4):349-381.
Cox, LA Jr.and Popken, D.A., 2002. A hybrid system-identification method for forecasting telecommunications product demands. International Journal of ForecastingVolume 18, Issue 4, October-December 2002, Pages 647-671
Ricci, PF and Cox, LA 2002. Empirical causation and biases in epidemiology: Issues and solutions. Technology, 9:23-53.
Byrd DM, Cox, JA, Jr., Wilson, JM, 2001. Tracking antibiotics up the food chain. Letter to the Editor, Science, 291, 30 March, 2001, p. 2550. http://www.pmac.net/AM/tracking.html
Cox, LA Jr.J.R. Sanchez, and Lu, L., 2001. Cost savings from optimized packing and grooming of optical circuits: Mesh vs. ring comparisons. Optical Networks Magazine, May-June, 72-90.
Cox, LA Jr., 2001. Forecasting demand for telecommunications products from cross-sectional data. Telecommunications Systems, 16:3, 439-456.
Cox, LA Jr.2000. A biomathematical model of cyclophosphamide hematotoxicity. Journal of Toxicology and Environmental Health, Part A, 61:5-6, 501-510 (pp. 501-552 with dicussions). November, 2000.
Cox, LA Jr.Chiu, W.A.,
Hassenzahl, D.M., Kammen, D.M., 2000.
Low dose responses: Response to
Cox, LA Jr.and J.R. Sanchez, 2000. Designing least-cost survivable wireless backhaul networks. Journal of Heuristics, 6, 525-540.
Chiu, S.Y., LA Cox, Jr., X. Sun, 1999. Optimal sequential inspections of reliability systems subject to parallel-chain precedence constraints. Discrete Applied Mathematics Vol. 96-97 (1-3), pp. 327-336.
Cox, LA Jr.1999. A biomathematical model of hematotoxicity. Environment International, 25, 6/7, September, 805-817.
Cox, LA Jr.1999. Internal dose, uncertainty analysis, and complexity of risk models. Environment International, 25, 6/7, September, 841-852.
Cox, LA Jr.1999. Adaptive spatial sampling of contaminated soil. Risk Analysis,19, 6, 1059-1069.
Cox, LA Jr.K. Paige, D. Popken, 1999. Software review of Analytica 1.2. Human and Ecological Risk Assessment,5, 2, 305-316.
Lu, L., SY Chiu, and LA Cox, Jr. 1999. Optimal project selection: Stochastic knapsack with finite time horizon. Journal of the Operational Research Society. 50, 645-650.
Ricci PF, Cox LA, Jr. Empirical and theoretical analysis of the variability of maximum likelihood estimates of benzene cancer risks. Environment International, 25: 745 - 754 1999.
Fraughnaugh, K., J. Ryan, H. Zullo, LA Cox, Jr., 1998. Heuristics for efficient classification. Annals of Operations Research,78, 189-200.
Davis, L., LA Cox, Jr., W.E. Kuehner, L. Lu, D. Orvosh, 1997. Dynamic hierarchical packing of wireless switches using a seed, repair, and replace genetic algorithm. Journal of Heuristics,3, 3, 187-206.
Cox, LA Jr.1997. Does diesel exhaust cause human lung cancer? Risk Analysis, 17, 6, 807-829.
Cox, LA Jr.1996. Reassessing benzene risks using internal doses and Monte-Carlo uncertainty analysis. Environmental Health Perspectives,104, Supplement 6, 1413-1429.
Cox, LA Jr.1996. Using causal knowledge to learn more useful decision rules from data. Chapter 2 in D. Fisher and H.-J. Lenz (eds), Learning from Data: AI and Statistics V. Springer-Verlag, 1996. http://citeseer.ist.psu.edu/65301.html
Cox, LA Jr.1996. More accurate estimates of dose-response functions using Monte-Carlo uncertainty analysis: The Data Cube approach. Human and Ecological Risk Assessment, 2, 1, 146-170.
Cox, LA Jr.and G. Bell, 1996. A machine-learning approach to process improvement in a telecommunications company. Annals of Operations Research, 65, 21-34.
Cox, LA Jr., M.G. Bird, and L. Griffis, 1996. Isoprene cancer risk and the time pattern of dose adminstration. Toxicology, 113, 263-272.
Cox, LA Jr.L. Davis, L. Lu, D. Orvosh, X. Sun, D. Sirovica, 1996. Reducing costs of backhaul networks for PCS companies using genetic algorithms. Journal of Heuristics, 2, 1-16.
Cox, LA Jr.S. Chiu, and X. Sun, 1996. Least-cost failure diagnosis in uncertain reliability systems. Reliability Engineering and System Safety, 54, 2-3, 203-316.
Chiu, S., L. Lu, and LA Cox, Jr., 1996. Optimal access control for broadband services: Stochastic knapsack with advance information. European Journal of Operational Research, 89, 127-134.
Placke, M.E., L. Griffis, M. Bird, J. Bus, R.L. Persing, LA Cox, Jr., 1996. Chronic inhalation oncogenicity study of isoprene in B6C3F1 mice. Toxicology,110, 253-262.
Schnatter, A.R., M.G. Bird, LA Cox, Jr., and R.F. Herrick, 1996. Defining optimal exposure assessment methods and metrics for epidemiologic studies exposures of petroleum distribution workers to benzene. Occupational Hygiene, 155-160.
Sun, X., Qiu, Y., and Cox, LA Jr.1996. A hill-climbing approach to construct near-optimal decision trees. in D. Fisher and H.-J. Lenz (eds), Learning from Data: AI and Statistics V. Springer-Verlag. http://citeseer.ist.psu.edu/154420.html
Cox, LA Jr.1995. Simple relations between administered and internal doses in compartmental flow models.Risk Analysis,15, 2, 197-204.
Cox, LA Jr.1995. An exact analysis of the multistage model explaining dose-response concavity.Risk Analysis,15, 3, 359-368.
Grover, R.W., and LA Cox, Jr., 1995. Dynamic site portfolio remediation optimization model, Hazardous Waste Strategies Update,6, 4, 31 - 39.
Cox, LA Jr.and Y. Qiu. Optimal inspection and repair of renewable coherent systems with independent components and constant failure rates, Naval Research Logistics,41, 771-788, 1994.
Cox, LA Jr.and Y. Qiu, Minimizing the expected costs of classifying patterns by sequential costly inspections, in P. Cheeseman and R.W. Olford (eds), Selecting Models from Data. Springer-Verlag, Lecture Notes in Statistics, Volume 89, pp. 339-350. New York, 1994.
Cox LA Jr, Ricci PF. Dose-response nonlinearities for benzene revisited: a reply to Crump et al.Risk Analysis 1993 Oct;13(5):485-6.
Cox, LA Jr. Knowledge acquisition for model building, International Journal of Intelligent Systems, 8, 1, 91-104, 1993.
Cox, LA Jr. Combining the probability judgements of experts: Statistical and artificial intelligence approaches, Chapter 26 in D.J. Hand (ed), Artificial Intelligence Frontiers in Statistics. Chapman and Hall, 1993.
Cox, LA Jr. W. Kuehner, S.H. Parrish, and Y. Qiu, 1993. Optimal expansion of fiber-optic telecommunications networks in metropolitan areas, Interfaces,23, 2, 35-48, March-April, 1993.
Qiu, Y., and LA Cox, Jr., Heuristic testing procedures for general coherent systems, European Journal of Operational Research,69, 65-74, 1993.
Cox, LA Jr.Extending the stochastic two-stage model of carcinogenesis to include self-regulation of the non-malignant cell population, Risk Analysis,12, 1, 129-138, 1992.
Cox, LA Jr.and P.F. Ricci. Reassessing benzene cancer risks using internal doses, Risk Analysis,12, 3, 401-410, 1992.
Cox, LA Jr.and P.F. Ricci. Dealing with uncertainty: From health risk assessment to environmental decision making, Journal of Energy Engineering,118, 2, 77-94, 1992. http://www.pubs.asce.org/WWWdisplay.cgi?9203780
Cox, LA Jr.Y. Qiu, and L. Davis, Guess-and-verify heuristics for reducing uncertainties in expert classification systems, in D. Dubois et al (eds), Uncertainty in Artificial Intelligence. Morgan Kaufmann, San Mateo, CA, 1992.
Parrish, S.H., LA Cox, Jr., Y. Qiu, and W. Kuehner, 1992. Planning for optimal expansion of leased line communication networks, Annals of Operations Research, 36, 347-364.
Cox, LA Jr., Biological basis of carcinogenesis: Insights from benzene, Risk Analysis,11, 3, 453-464, 1991.
Cox, LA L. Davis, and Y. Qiu, 1991. Dynamic anticipatory routing in
circuit-switched telecommunications networks, pages 124-143 in L. Davis (ed), Handbook of Genetic Algorithms.
Cox, LA Jr. Knowledge-based resolution of conflicting expert opinions, J. Applied Statistics,18, 1, 23-34, 1991.
Hermansky H. and Cox, LA Jr.Perceptual
linear predictive (PLP) analysis-resynthesis technique. Eurospeech 91, 2nd European Conference on Speech Communication and
Cox, LA Jr. Uncertain temporal
logics for risk analysis, pp 1-13 in B.J. Garrick and W.C. Gekler (Eds). The Analysis, Communication, and Perception
of Risk. (Volume 8 in Advances in Risk Assessment series.)
Cox, LA Jr. Extending biologically-based cancer risk modeling to
apply to benzene-induced leukemogenesis,
in B.J. Garrick and W.C. Gekler (eds), The Analysis, Communication, and Perception of Risk. Plenum Press,
Cox, LA Jr. Assessing cancer risks: From statistical to biological models, J. Energy Engineering,116, 3, 189-210, 1990.
Cox, LA Jr. Incorporating statistical information into expert classification systems to reduce classification costs, Annals of Mathematics and Artificial Intelligence,2, 93-108, 1990.
Cox, LA Jr.Pragmatic information-seeking
strategies in expert classification systems, in D. Brown and C. White (eds), Operations Research and Artificial
Intelligence: The Integration of
Cox, LA Jr.and P.F. Ricci. Health risk assessment: Production of electricity. J. Energy Engineering,116, 3, 130-147, 1990.
Cox, LA Jr.A probabilistic risk assessment
program for analyzing security risks,
pp 331-340 in LA Cox, Jr., and P.F. Ricci (eds), New
Risks: Issues and Management.
Cox, LA Jr.Managing uncertain
risks through 'intelligent' classification:
A combined artificial intelligence/decision analysis approach, pp
473-482 in J.J. Bonin and D.E. Stevenson (eds), Risk Assessment in Setting National Priorities. Plenum Press,
Cox, LA and P.F. Ricci, Legal and
philosophical aspects of risk analysis.
Chapter 30 in D.J. Paustenbach (ed), The
Risk Assessment of Environmental and Human Health Hazards: A Textbook of Case Studies. Wiley,
Cox, LA and P.F. Ricci, Risk,
uncertainty, and causation: Quantifying
human health risks. Chapter 2 in D.J.
Paustenbach (ed), The Risk Assessment of
Environmental and Human Health Hazards:
A Textbook of Case Studies.
Cox, LA Jr.Y. Qiu, and W. Kuehner, Heuristic least-cost computation of discrete classification functions with uncertain argument values, Annals of Operations Research,21, 1-30, 1989.
Ricci, P.F., LACox, Jr., and J.P. Dwyer, Acceptable cancer risks: Probabilities and beyond, J. Air Pollution Control Association (JAPCA),39, 8, 1046-1053, 1989.
Cox, LA Jr.Comparative risk
measures for heterogeneous populations, in A. Woodhead, M.A. Bender, and R.C.
Leonard (eds), Phenotypic Variations in
Populations: Relevance to Risk
Assessment. Plenum Press,
Cox, LA Jr.Statistical issues in the estimation of assigned shares for carcinogenesis liability, Risk Analysis,7, 1, 71-80, 1987.
Cox, LA Jr.Economic theory of compensation rule design for probabilistic injuries. In Lester B. Lave (Ed.), Risk Assessment and Management. Plenum Press, 1987. 407-420.
Ricci, P.F., and LA Cox, Jr., Acceptability of chronic health risks, Toxics Law Reporter,1, 35, 986-1001, 1987.
Ricci, P.F., LA Cox, Jr., and M. Baram, De minimis considerations in health risk assessment, J. Hazardous Materials,15, 1987.
Cox, LA Jr.Technical and policy issues in assigned share calculations: A comment on Lagakos and Mosteller, Risk Analysis,6, 3, 373-376, 1986
Cox, LA Jr.Theory of regulatory
benefits assessment: Econometric and
expressed preference approaches, Chapter
5, pages 85-159 in J.D. Bentkoveret al.
(eds), Benefits Assessment: The State of the Art.Reidel,
Cummings, R.G., LA Cox, Jr., and
A. Myrick Freeman, III, General methods for benefits
Chapter 6 in J.D. Bentkover et al (eds),
Benefits Assessment: The State of the Art.Reidel,
Fischoff, B., and LA Cox, Jr.,
Conceptual framework for regulatory benefits assessment, Chapter 4 in J.D. Bentkoveret al. (eds), Benefits Assessment: The State
of the Art.Reidel,
Cox, LA Jr.A new measure of attributable risk for public health applications, Management Science,31, 7, 800-814, 1985
Cox, LA Jr.and I. Plotkin, The economic foundations of limited liability for nuclear reactor accidents, in The Price-Anderson Law: Six Reports on Price-Anderson Issues. American Nuclear Insurers and Liability Underwriters, Hartford, Connecticut, 1985.
Cox, LA Jr.and J. Fiksel, A critical review of the probability of causation method, in The Price-Anderson Law: Six Reports on Price-Anderson Issues. American Nuclear Insurers and Liability Underwriters, Hartford, Connecticut, 1985.
Fiksel, J., and LA Cox, Jr., The
process analysis approach, in P.F. Ricci and M.D. Rowe (eds), Assessing Health Impacts of Energy
Technologies at the National and Regional Levels.Pergamon Press,
Cox, LA Jr.Probability of causation and the attributable proportion of risk. Risk Analysis,4, 221-230, September, 1984.
Cox, LA Jr.and J. Fiksel. Quantifying the causes of cancer. Letter to the Editor, Risk Management, July, 1984.
Cox, LA Jr.J. Fiksel, A.S. Kalelkar, and P.F. Ricci. Occupational risks of energy production. Nuclear Safety,24, 4, 459-470, 1983.
Fiksel, J., LA Cox, Jr., D.L. Richardson, and A. Adamantiades. Selection of nuclear safety R&D projects through value-impact analysis, Nuclear Safety,24, 1, 1983.
Cox, LA Jr.Artifactual uncertainty in risk analysis, Risk Analysis,2, 3, 121-135. 1982.
Murray, C.A., and LA Cox, Jr. The suppression effect and the institutionalization of children, pp 653-666 in L. Sechrest (Ed).Evaluation Studies Review Annual, Volume 4. Sage Publications, Beverly Hills, CA, 1979.
PUBLISHED CONFERENCE PROCEEDINGS
Popken, DA and LA Cox. Model identification and optimization for operational simulation. In Enabling Technologies for Simulation Science VII, Alex F Sisti and Dawn A Trevisani, Editors, Proceedings of SPIE Vol. 5091, 294-303. 2003.
Cox, LA and Bafundo KW. Health risks from virginiamycin use in chickens. Poultry Digest Online. 3, 6. 2002. http://www.wattnet.com/Library/DownLoad/PD6virgin.pdf
Cox, L. A., M. Laguna, B. Melián, J. A. Moreno-Pérez, and J. Sanchez (2001). Optimizing placement and sizing of wave division multiplexing and optical cross-connect equipment. Proceedings of the 9th International Conference on Telecommunication Systems, Modeling and Analysis, pp. 98-107. 2001
Cox, LA Jr.L. Lu, J. Sanchez, X. Sun, “Cost
savings from network optimization of DWDM facilities and optical switches”. In Proceedings of the8th
International Conference on Telecommunications Systems: Modeling and Analysis.Vanderbilt
Cox, LA Jr.“Predicting and optimizing
customer behaviors.” In Proceedings of
the8th International Conference on Telecommunications Systems:
Modeling and Analysis.Vanderbilt
Cox, LA Jr."Causal
mechanisms and classification trees for predicting chemical carcinogens."
In David Heckerman and Joe Whittaker (editors). Proceedings of the Seventh International Workshop on Artificial
Intelligence and Statistics. Morgan Kaufmann Publishers, Inc.,
Cox, LA Jr.Dose-response relationships and benzene toxicology in Proceedings ofThe Toxicology Forum, 22nd Annual Winter Meeting. Toxicology Forum, Inc., 1997.
Cox, LA Jr."PM
2.5 and diesel exhaust health risks:
Statistical vs. causal
associations". Proceedings of the
Cox, LA Jr."Learning approximately optimal planning trees from complex multivariate data sets with the help of a causal theory", in I.H. Osman and J. Kelly (eds), Proceedings of the Metaheuristics International Conference. Kluwer, Norwell, MA., pp 287-294, 1995.
Cox, LA Jr.X. Sun, and Y. Qiu,
"Optimal and heuristic search for a hidden object in one
dimension." Proceedings of the 1994 IEEE International Conference on Systems, Man,
and Cybernetics. Volume 2.
Qiu, Y., and LA Cox, Jr.
"Optimal search for failed components in renewable coherent systems,"
Proceedings of the 1994 IEEE
International Conference on Systems, Man, and Cybernetics, Volume 2.
Davis, L.D., Y. Qiu, LA Cox, Jr., and D. Orvosh. "A genetic algorithm for survivable network design", Proceedings of the 5th International Conference on Genetic Algorithms. Morgan Kaufmann, 1993.
Cox, LA Jr."Heuristic approaches to dynamic path assignment," in Proceedings of the First International Workshop on Operations Research in Telecommunications, Boca Rotan, Florida, March, 1990.
Cox, LA Jr."Designing expert classification systems that acquire expensive information optimally" in J. Booseet al (eds), Proceedings of the European Knowledge Acquisition Workshop for Knowledge-Based Systems.Gesellschaft fur Mathematik und Dataenverarbeitung MBH, GMD-StudienNr. 143, Bonn, Germany, 1988.
Cox, LA and R. Blumenthal. "KRIMB: An intelligent knowledge acquisition and representation program for interactive model building," in T. Addis et al (eds), Proceedings of the First European Workshop on Knowledge Acquisition for Knowledge-Based Systems. Reading University Press, Reading, England, 1987.
Cox, LA Jr. and R. Blumenthal.
"Dynamic planning under uncertainty using automated model construction and
risk analysis," Proceedings of the 1987 Workshop on
Simulation and Artificial Intelligence.
Cox, LA Jr."ATAM: A personal computer modeling system for
security threat assessment," Proceedings of the 2nd Annual Symposium of Physical/Electronic
Cox, LA Jr.and M.B. Paxton,
"A computer model of hematotoxicity explaining experimental and clinical
data for cyclophosphamide and benzene”.
Invited poster presented at the SOT Poster/Discussion session on
“Benzene -- Toxicity, Mechanisms, and Pharmacokinetics”, Abstract #839. 36th Annual Meeting of the Society of
Cox, L.A.., Jr. and F.B. Thomas, "A generic PBPK modeling tool for rapidly developing PBPK models," The Toxicologist,12, 1, abstract # 684, p. 188, February, 1992.
Cox, LA Jr.M.G. Bird, W. Lampson, and S.J. Wykoff, "An expert database management tool for biological effects of chemicals," The Toxicologist,12, 1, abstract # 1376, p. 352, February, 1992.
Cox, LA Jr.“Data mining and causal simulation modeling of customer behaviors”. Fifth INFORMS Telecommunications Conference. March, 2000. http://www.crt.umontreal.ca/GERAD/boca2000/T00003.html
G. and Cox, LA Jr.“Optimizing Dark Fiber Use in Metropolitan Areas”, Sixth
INFORMS Telecommunications Conference,
Cox, LA Jr.“What is the cost of a DS3?”. Invited talk, Sixth INFORMS Telecommunications Conference, Boca-Raton, Florida, March 10-13, 2002. http://www.informs.org/Conf/Telecom02/Abstracts/Cox_network_cost_abstract.pdf
D. and Cox, LA Jr.“Least-Cost Acquisition of Service Facilities via Spatial
Clustering”, Sixth INFORMS Telecommunications Conference,
LA Jr.“Predicting Likely Telecom Service Buyers by Mining D&B and Billing Data”,
Sixth INFORMS Telecommunications Conference,
Selected Published Reports
Cox LA Jr.Public Comment: National Ambient Air Quality Standards for Ozone. The George Washington University Regulatory Studies Center. 2015.
Cox, LA Jr.Public Interest Comment on The Office of Management and Budget’s Draft 2014 Report to Congress on the Benefits and Costs of Federal Regulations, Docket ID No. OMB-2014-0002. The George Washington University Regulatory Studies Center. September 2, 2014
Division on Engineering and Physical Sciences, Air Force Studies Board. U.S. Air ForceStrategic Deterrence Capabilities in the 21st Century Security Environment: A Workshop Summary. National Academies Press. Washington, D.C., 2013.
National Academy of Engineering and National Research Council.Best Available and Safest Technologies for Offshore Oil and Gas Operations: Options for Implementation.National Academies Press. Washington, D.C., 2013.
Institute of Medicine, Board on Health Sciences Policy: Prepositioned Medical Countermeasures for the Public. Prepositioning Antibiotics for Anthrax. National Academies Press. Washington, D.C., 2011.
National Research Council. Committee on Methodological Improvements to the Department of Homeland Security's Biological Agent Risk Analysis, Department of Homeland Security Bioterrorism Risk Assessment: A Call for Change. National Academies Press. Washington, D.C., 2008.
National Research Council. Safety and Security of Commercial Spent Nuclear Fuel Storage. National Academies Press. Washington, D.C., 2006.
Raucher R, et al., Quantifying Public Health Risk Reduction Benefits American Water Works Association, 2002.
SELECTED MAJOR TECHNICAL REPORTS
Instructions. American Institutes for Research in the
Social and Behavioral Sciences (AIR),
Application, and Evaluation of a Value-Impact Methodology for Prioritization of
Reactor Safety R&D Projects. EPRI Report RP-1810-2, Electric Power Research
for Risk Analysis of the Transportation of Hazardous Materials. Final Report to the
OpenbaarLichmanRijnmond. Arthur D.
Workshop on Dealing with Uncertainty in Risk Analysis. Final Report to the Division of Policy
Research and Analysis (PRA), National Science Foundation. Arthur D. Little, Inc.,
5. PERCO: A Model for Prioritization of Environmental
Risks and Control Options at Hazardous Waste Sites. Final Report to the Massachusetts Department
of Environmental Quality Engineering (DEQE).
Arthur D. Little,
for the Use of De Minimis Concepts in Risk Regulation. Final Report to the Division of Policy
Research and Analysis (PRA), National Science Foundation. Arthur D. Little, Inc.,
of Routine Occupational Risks Associated with Selected Electrical Energy
Systems. EPRI Report EA-4020, Electric Power Research
Automated Threat Assessment Methodology for Security Risk Analysis. Final
Report to the U.S. Air Force Computer Security Program Office (AFCSPO). Arthur D. Little, Inc.,
Conceptual Framework for Research Planning at the Health Effects Institute.
Final Report to the Health Effects Institute (HEI), Arthur D. Little,
of Future Cancer Incidence Rates Among Nuclear Power Plant Employees. Final Report to the American Nuclear Insurers
and Mutual Atomic Energy Underwriters.
Arthur D. Little, Inc.,
11. Reassessing the Internal Doses in Humans and Animals from Inhalation of Butadiene. Report to the Chemical Manufacturers Association. Cox Associates, Denver, CO, November, 1989.
12. New Directions in Cancer Modeling and Risk Assessment for Benzene. Final Report to the Western States Petroleum Association. Cox Associates, Denver, CO, July, 1990.
13. Reassessing the Risks of Chemical Carcinogens using PBPK Models: Benzene as an Example. Report to the American Petroleum Institute. Cox Associates, Denver, CO, December, 1990.
14. Techniques and Methodology for Dealing with Scientific Uncertainties in Biologically-Based Risk Assessment. Report to the Western States Petroleum Association. Cox Associates, Denver, CO, February, 1991.
15. STEM: A Data Acquisition and Management System for Exploring Biological Effects of Chemicals. Report to Exxon Biomedical Sciences, Inc. Cox Associates, Denver, CO, June, 1991.
16. Deterministic Biomathematical Models for Risk Modeling. Report to the API/WSPA Biologically-Based Risk Assessment Working Group. Cox Associates, Denver, CO, October, 1991.
Analysis of PBPK Models. Final Report to the American Industrial
Health Council Delivered Dose Working Group.
American Industrial Health Council,
Biology Review and Biomathematical Modeling of
Statistical Uncertainties in PBPK Modeling. American
Industrial Health Council (AIHC),
20. A Unifying Class of Linear Compartmental Flow Models of Carcinogenesis. Report to the American Industrial Health Council (AIHC). Cox Associates, Denver, CO, January, 1994.
21. Internal Dose and Uncertainty Analysis of Complex Risk Models. Report to the American Industrial Health Council (AIHC). Cox Associates, Denver, CO, January, 1994.
22. An Exact Analysis of the Multistage Model Explaining Dose-Response Concavity. Report to the American Industrial Health Council (AIHC). Cox Associates, Denver, CO, February, 1994.
with Uncertainties in a Biologically-Based Risk Assessment Model of
Cyclophosphamide-Induced Leukemogenesis. American
Petroleum Institute, Health and Environmental Science. Report # DR70.
24. Data Analysis and Risk Modeling of Lung Tumor Risks from Diesel Exhaust. Report to the Western States Petroleum Association. Cox Associates, Denver, CO, March, 1995.
25. Comments on EPA’s Proposed Decisions on Standards for Particulate Matter and Ozone. Final Report to the Engine Manufacturers Association. Cox Associates, Denver, CO. March 8, 1997. 38 pages
26. Technical and Policy Issues in Regulating Particulate Matter (PM) Air Pollution: An Information Primer. Draft Report to the American Petroleum Institute. Cox Associates, Denver, CO. March 31, 1997. 50 pages
27. U S WEST Customer Attrition Modeling: Learning to Predict Customer Attrition Risk From Data. Final Report to U S WEST Communications. Cox Associates, Denver, CO. August 14, 1997. 36 pages + Appendices
28. Comments On OEHHA's 1997 Draft Risk Assessment For Diesel Exhaust. Final Report to the Engine Manufacturers Association. Cox Associates, Denver, CO. 8-20, 1997. 34 pages.
Method to More Accurately Forecast Demand for Local
30. Next Optimal Product Project: Optimal Statistical Matching of Product Offers to Customer Needs. Final Report to U S WEST Communications. Cox Associates, Denver, CO. December 29th, 1997. 20 pages + Appendices
31. TCI Customer Acquisition and Loss Model. Final Report to TCI. Cox Associates, Denver, CO. January 9th, 1998. 31 pages + Appendices
32. Comments On OEHHA's February, 1998 Draft Risk Assessment For Diesel Exhaust. Final Report to the Engine Manufacturers Association. Cox Associates, Denver, CO. April 13th, 1998. 47 pages.
33. Demographic Clusters Predicting Perceived Service Quality: Summary. Report to TCI. Cox Associates, Denver, CO. April 17th, 1998. 8 pages.
34. Minimizing Monthly Lease Costs in AT&T Wireless's Denver-Area Backhaul Network: Results of a Pilot Project on Cost Reduction. Draft Report to AT&T Wireless. Cox Associates, Denver, CO. May 18th, 1998.
35. Switch Capacity and Resources: Technical Background for Forecasting. Report to U S WEST Advanced Technologies. Cox Associates, Denver, CO. July 30th, 1998. 15 pages + appendices and hyperlinks
Statistical Decision Approach for Sampling Ordnance and Explosives. Final
Report to the Army U.S. Army Corps of Engineers,
37. Network capacity forecasting and planning process: Results of a planning workshop. Final report to A T & T Wireless Systems, National Business Planning. Cox Associates, Denver, CO. December 30, 1998. 19 pages plus appendices.
38. Minimizing network facility costs via DWDM overlays: Results of a pilot project on cost reduction. Final report to Tellium. Cox Associates, Denver, CO. April 15th, 1999. 19 pages plus appendices.
Investigation of System Identification Techniques for Simulation Model
Abstraction. Final Technical Report, Air Force Research
Laboratory Information Directorate.
40. Review of Uncertainty and Variability Analysis In IRIS for Eight Substances. Final Report to Versar. Cox Associates, Denver, CO. June 14th, 2000. 28 pages plus appendices. http://www.epa.gov/ncea/hlthfx_iris.htm
Network Design Tools: Optimization Software to Support Migrating to
Optical Networks. Final Report to Nortel Networks. Cox Associates, Denver, CO. July 2000. 45 pages plus appendices.
42. A Rapid Study of Classic U S WEST Business Customer Attrition and Purchases: Results. Final Report to Qwest Communications. Cox Associates, Denver, CO. December, 2000. 36 pages.
43. A Dynamic Simulation Model of Campylobacter Illnesses. Final Report to Animal Health Institute. Cox Associates, Denver, CO. February, 2001. 68 pages plus appendices.
44. Quantifying Public Health Risk Reduction Benefits. AWWA Research Foundation, 2002. (Raucher, R.S. et al.) 205 pages + appendices.
45. Animal Antimicrobial Feed Additives and Human Health: A Guide to Risk Analysis. Animal Health Institute and Cox Associates. February, 2003. 51 pages.
46. Rapid, Accurate Risk Ratings of Animal Antimicrobials.Final Report to Animal Health Institute. Cox Associates, Denver, CO. July, 2003. 54 pages.
47. Quantitative Human Health Risks
FromVirginiamycin Use in Food Animals in
48. Computer simulation of dynamic interactions among VOC hematotoxins in bone marrow. Final Report to American Chemistry Council. Cox Associates, Denver, CO. September, 2003. 30 pages + Appendices.
49. Quantitative Risk Assessment of
Avilamycin Use in the
50. Human Health Risk Assessment of Macrolide Use in US Food Animals. Draft Final Report to Elanco, Cox Associates, Denver, CO. October, 2003. 26 pages + Appendices.
52. Risk Assessment of Penicillin/Aminopenicillin Resistance in Enterococci Due to Continued Use of Penicillins in Food Animals. Final Report to Alpharma. Cox Associates, Denver, CO. June, 2007. 57 pages. (With Dr. Douglas Popken)
53. National Research
Council. Committee on Methodological
Improvements to the Department of Homeland Security’s Biological Agent Risk
Report on Methodological Improvements to the Department of Homeland Security's
Biological Agent Risk Analysis.
National Academies Press.
54. Risk Assessment of Lactrol™ in Distiller Grain Animal Feeds.Final Report to Phibro Animal Health. Cox Associates, Denver, CO. October, 2009. (With Dr. Douglas Popken)
55. Human Health Risk Assessment of Eliminating the Withdrawal Period for Chlortetracycline Feed Products in Swine. Final Report to ADM. Cox Associates, Denver, CO. November, 2011. 30 pages. (With Dr. Douglas Popken)
LOUIS ANTHONY COX, JR., PH.D.
1. "Biological bases of low-dose nonlinearity for chemical
carcinogens," invited talk presented at the Society for Risk Analysis
2. "Biologically-based risk assessment," invited seminar given to the EPA and the Chemical Industry Institute of Toxicology, Research Triangle Park, North Carolina, May 22, 1991.
3. "Dealing with uncertainty in PBPK modeling," presentation to the American Industrial Health Counsel (AIHC) Delivered Dose Working Group, Washington, D.C., November 14, 1991.
4. "PBPK modeling in biologically-based risk analysis,"
invited talk to the Houston Chapter of the Society for Risk Analysis,
5. "Why offer doctoral programs in risk analysis?",
invited presentation and panel discussion at the Society for Risk Analysis
6. "Challenges and promises of risk assessment," invited seminar presented to the U S Department of Agriculture's APHIS program, Hyattsville, MD, January 7, 1992.
7. "Recent advances in decision analysis," invited
graduate seminar presented at the
8. "Economic research and modeling in the telecommunications industry," invited talk given at the Public Utilities Regulatory Training Institute (PURTI) visit to U S WEST Advanced Technologies, May, 1992.
12. "New methods for calculating upper confidence bounds of
multistage dose-response models," invited seminar given at the California
Environmental Protection Agency,
13. "Scientific research needs in benzene risk assessment,"
invited presentation and panel discussion presented at the American Petroleum
Institute workshop on Mechanisms of Benzene Toxicity as a Basis for Risk
Assessment, Airlie Foundation,
14. "Decisions with unknown consequences: A random valuation model," presented at the Society for Risk Analysis 1992 Annual Meeting, December 6-9, Hotel del Coronado, San Diego, CA, December 6-9. 1992.
15. "Relating biologically-based risk models to population
data," presented at the Society for Risk Analysis 1992 Annual Meeting,
December 6-9, Hotel del Coronado,
16. "Incorporating biological response information into risk
prediction," poster presented at the Society for Risk Analysis 1992 Annual
Meeting, December 6-9, Hotel del Coronado,
17. "Minimizing the average costs of fault diagnosis in complex
systems," poster presented at the Fourth
International Workshop on Artificial Intelligence and Statistics,
18. "Uncertainty analysis of complex risk models: Bayesian and non-Bayesian approaches" invited seminar presented at the Harvard School of Public Health, January 26, 1993.
19. "New approaches to confidence band estimation in parametric statistical models," invited seminar presented at the Environmental Protection Agency, February 8, 1993.
20. "Statistical and artificial intelligence analysis of isoprene bioassay data", talk presented at Battelle Columbus Laboratories, September 25, 1993.
21. "Optimal project selection in a stochastic funding model", talk presented (with L. Lu and Y. Qiu) at the ORSA/TIMS Joint National Meeting, Hyatt Regency, Phoenix Arizona, October 31-November 3, 1993.
22. "A biologically-based risk assessment (BBRA) model of
leukemogenesis induced by cyclophosphamide", Poster presented by Dr. Mary
Paxton at the workshop on Biological
Mechanisms and Quantitative Risk Assessment:
From Experimental Design to Risk Characterization.
23. "Coping with uncertainties in a computer simulation model of
cyclophosphamide-induced leukemogenesis," invited talk, 1993 Annual
Meeting of the Society for Risk Analysis,
24. "Machine learning for uncertainty management in complex risk models", invited talk presented at The Institute of Management Sciences (TIMS) and Operations Research Society of America (ORSA) joint meeting, Boston Marriott Copley Place, Boston, Massachusetts, April 24-27, 1994.
25. "Reducing the expected costs of classification trees through
local search" (presented with X. Sun and Y. Qiu), invited talk, TIMS/ORSA
26. "Planning survivable interoffice networks using SPT", (coauthored with and presented by Y. Qiu), invited talk presented at TIMS/ORSA joint meeting, Boston Marriott Copley Place, Boston, Massachusetts, April 24-27, 1994.
27. "Least-cost inspecting and repairing strategies for multicomponent systems," (with X. Sun and Y. Qiu), invited talk presented at The Institute of Management Sciences (TIMS) 1994 annual conference, University of Alaska at Anchorage, June 12-15,1994.
28. "More informative confidence limits for dose-response
functions using Monte-Carlo simulation:
The Data Cube approach."
Invited seminar presented at the California EPA, Office of Environmental
Health Hazard Assessment,
29. "New frontiers in toxicology information: Technologies of the informaion superhighway." Keynote address, 21st Annual Toxicology Information Roundtable, MICROMEDEX Toxicology, Medicine, and Environmental Series, Westin Hotel at Tabor Center, Denver, Colorado, October 13, 1994.
dose-time-response relations for
simulation of the roles of cell kinetics and hematotoxicity." Invited talk presented at the Symposium on Recent Developments in Benzene
Epidemiology and Toxicology. Villa
simulation method for constructing more informative upper confidence limits on
dose-response functions," invited talk presented at the 1994 Annual
Meeting of the Society for Risk Analysis, Hyatt Regency at the
32. "Nonlinear cell kinetics can explain observed anomalies in dose-time-response patterns," Poster session (presented with Dr. M.B. Paxton), 1994 Annual Meeting of the Society for Risk Analysis, Hyatt Regency at the Inner Harbor, Baltimore, MD, December 4-7, 1994.
33. "Automated visualization and discovery of predictively useful biological response profiles in complex data set" (with Dr. M. Bird), presented at the 1994 Annual Meeting of the Society for Risk Analysis, Hyatt Regency at the Inner Harbor, Baltimore, MD, December 4-7, 1994.
34. "PBPK modeling and mechanistic risk assessment: Using scientific information to improve risk assessment." Lecture given at the CACI/CDPHE Risk Assessment Workshop, Denver, CO, January 31, 1995.
35. "Reassessing benzene risks using internal doses and
Monte-Carlo uncertainty analysis", invited talk presented at Benzene '95,
36. "Analysis of isoprene bioassay data: Risk assesment implications", invited
talk presented at the International Symposium:
Evaluation of Butadiene and Isoprene Health Risks",
37. “Reanalyzing human lung cancer risks from diesel exhaust using a
multivariate risk model”, invited talk presented at the Diesel Risk Assessment
38. “Biomathematical modeling of chemically-induced myelotoxicity and
potential applications to t-AML risk modeling”, invited talk presented at the
39. “Scheduling switch replacements with randomly decreasing deadlines”, with S. Chiu and Y. Lee, presented at INFORMS 96, Washington, D.C., May 5-8, 1996.
40. “Optimal design of digital wireless networks” (with S. Chiu, J. Ryan, V. Corlew, S. Raghavan), presented by Dr. S. Chiu at IFORS Conference, Vancouver, May, 1996.
41. “A network design problem for multimedia broadband networks,”
presented by Dr. Cox for Dr. Y. Lee at INFORMS Spring meeting,
42. “Stochastic optimization in classification trees.” Fifth
Society for Industrial and Applied Mathematics Conference on Optimization,
43. “Using data to improve business performance: Techniques and applications”, invited talk given at the Electric Power Research Institute (EPRI) 1996 Performance Measurement Workshop. Loews Giorgio Hotel, Denver, CO. November 7, 1996.
analysis of complex risk models,” invited talk presented at the Society for
Risk Analysis and International Society of Exposure Analysis, 1996 Annual
Meeting, Fairmont Hotel,
models for uncertain hazards”, invited talk presented at the Society for Risk
Analysis and International Society of Exposure Analysis, 1996 Annual Meeting,
46. “Using classification trees to improve
causal inferences in observational studies.”
Presented at the Sixth
International Workshop on Artificial Intelligence and Statistics.
47. Testimony on health effects of particulate
matter. Presented on behalf of the Engine Manufacturers Association at EPA’s
Public Hearings on Ozone and Particulate Matter National Ambient Air Quality
48. “Adaptive spatial sampling for inspection
and cleanup at hazardous waste sites”.
Invited seminar given at AlliedSignal,
49. “Dose-response relationships and benzene toxicology.” Invited talk presented at the Toxicology Forum, 22nd Annual Winter Meeting. Loews L’Enfant Plaza Hotel, Washington, D.C. February 24-27, 1997.
50. “A computer model of hematotoxicity
explaining experimental and clinical data for cyclophosphamide and
benzene”. Invited presentation, with Dr.
M.B. Paxton, at the SOT Poster/Discussion session on “Benzene -- Toxicity,
Mechanisms, and Pharmacokinetics”, Abstract #839. 36th Annual Meeting of the Society of
51. "Heuristics for improved design of telecommunications networks and services". Invited lecture in graduate seminar on Advanced Topics in Optimization. University of Colorado at Boulder. April 23, 1997.
52. "Nonlinear dose-time-response models
for chemical carcinogens." Invited
seminar, hosted by the
53. “Optimal sequential inspection of complex
reliability systems with uncertain structure function and component
reliabilities.” Invited talk, presented
at the INFORMS Spring meeting,
54. “An integrated business simulation model for
PCS companies.” Invited talk, INFORMS
55. “Optimizing PCS backhaul networks: Should wireless network engineers care?”
Invited talk, presented at the INFORMS Spring meeting,
56. “Optimization modeling therapy for large,
disorganized companies”. Invited talk, presented at the INFORMS Spring meeting,
2.5 and diesel exhaust health risks:
Statistical vs. causal
associations". Invited talk
58. "A computer model of hematotoxicity
explaining experimental and clinical data." Invited seminar, hosted by the
"Adaptive spatial sampling for investigating and
remediating contaminated properties."
Poster session presented at the Society for Risk Analysis 1997 Annual
acyclic graph algorithms for interpreting causality in ambiguous
epidemiological data". Invited
seminar, hosted by the
mathematics in telecommunications consulting". Invited seminar, hosted by
"Dynamic hierarchical packing minimizes costs of
wireless switch capacity expansion."
Invited talk presented at the 1998 INFORMS Telecommunications
Conference, Sheraton Inn,
"More accurate forecasting of demand for
telecommunications products using customer information profiles and purchase
transition data." Invited talk presented at the 1998 INFORMS
Telecommunications Conference, Sheraton Inn,
mathematical analysis of multistage carcinogenesis models," Invited seminar,
hosted by the
vs. causation: Notes and comments on EPA's draft risk
assessment for diesel exhaust", presented to the Clean Air Science
Advisory Committee (CASAC), Governor's Inn,
66. "Advances in data mining: Case studies from the telecommunications industry." Invited lecture, University of Denver, Daniels School of Business, capstone course in data technologies for business applications, May 11th, 1998.
in biologically-based risk assessment".
Invited seminar given at Exxon Biomedical Sciences, Inc.,
"New methods for identifying quantitative
structure-activity and activity-activity relations." Invited seminar given
at Exxon Biomedical Sciences, Inc.,
"Simulation-optimization heuristics for sampling
contaminated soils." Invited
presentation, Biomathematics and Statistics Seminar,
"Identifying customer demand processes from
data." Presentation given (with Dr.
Douglas Popken) at INFORMS 98,
"Optimal statistical sampling of contaminated
soils." Invited lecture, Seminar in
Advanced Topics in Optimization,
"Computational Bayesian methods for assessing
uncertain exposures." Lecture in
the 1998 Workshop on Probabilistic
Methods in Risk Assessment. Society
for Risk Analysis Annual Meeting,
"Axiomatic Definitions of Risk". Poster presented at Society for Risk Analysis
simulation-optimization approach to cost-effective sampling and cleanup of
contaminated areas." Talk presented at the Society for Risk Analysis 1998
"A biologically motivated model of
hematotoxicity: Model overview and
empirical evaluation." Presented at
the HematotoxicityModeling Workshop,
mechanisms and classification trees for predicting chemical
carcinogens." Presented (by
Professor D. Fisher for LA Cox) at the Seventh
International Workshop on Artificial Intelligence and Statistics.Fort
mathematics in telecommunications consulting.”
Invited lecture in Undergraduate Mathematics Seminar,
data mining and modeling of customer data.” Invited
“Optimal use of acquired network facilities.” Invited presentation, INFORMS ‘99,
80. “Valid and invalid causal inferences in epidemiology.” Invited talk, CU-Denver Statistics and BioMath Seminar, September 14th, 1999.
81. “An axiomatic approach to attributable risk,” CU-Denver Statistics and BioMath Seminar, October 19th, 1999.
purchases of telecommunications services via state transition models”, with Dr.
Doug Popken. INFORMS Fall ’99,
data mining of telecommunications customer data”, INFORMS Fall ’99,
“Mathematical validity of CVM Risk Assessment.”
Invited review of antimicrobial risk assessment, presented at U.S.
“Optical network planning and optimization
in metropolitan areas.” Invited talk at
Institute for International Research Conference on Transitioning to the Next on Metropolitan Network Using DWDM. Wyndham
“Data mining and causal simulation modeling
of customer behaviors”. Tutorial
presented at Fifth INFORMS Telecommunications Conference. Sheraton Boca Raton Hotel,
“Cost savings from network optimization of
DWDM facilities and optical switches”.
Presented at 8th
International Conference on Telecommunications Systems: Modeling and Analysis.Vanderbilt
“Predicting and optimizing customer
behaviors.” Presented at 8th
International Conference on Telecommunications Systems: Modeling and Analysis.Vanderbilt
“Attributable risk and multiple causes.” Invited
how Telecommunications Ads Affect Customer Values”. INFORMS Spring 2000 Meeting,
91. “A simulation model of excess illnesses from fluoroquinolone-resistant Campylobacter.” Invited presentation, 9th Symposium of the International Society for Veterinary Epidemiology and Economics. Beaver Run Resort, Breckenridge, CO, August 6-11, 2000. http://www.cvmbs.colostate.edu/cveadss/schedule/SchedulePage.htm
new problems in applied optimization: Telecommunications data mining and network design applications.”.Invited
lecture, Seminar in Special Topics in Optimization,
Effective Risk Management Decision Processes” (with V. Bier). Invited talk, INFORMS Annual Meeting,
“A discrete-event simulation model of human
health risks from fluoroquinolone-resistant Campylobacter in chickens.”
Society for Risk Analysis Annual Meeting,
“Alternatives to establishing thresholds: A predictive modeling framework.” Invited talk presented at the FDA meeting on Use of Antimicrobial Drugs in
Food Animal and the Establishment of Regulatory Thresholds on Antimicrobial
“Advances in data
mining for predicting risks of customer responses to interventions.” Invited lecture,
methods for health risk data bases.”
Invited lecture, Seminar on Computational Biology, University of
Colorado Department of Mathematics,
vs. ring comparisons”. Invited
presentation and panel discussion, All Optical Network Conference,
“Campylobacter risk analysis: a cause-and-effect
view.” Invited presentation, Second
International Conference on Antimicrobial Resistance: Use of Antimicrobials and Protection of
Public Health. Office International
100. “Decision-making with incomplete models”. Invited lecture, Seminar in Special Topics in
theoretic models of critical infrastructure protection” Society for Risk Analysis
102. “The Causes of Campylobacteriosis”. Invited paper presented at Symposium on
the Use of Fluoroquinolones in Poultry:
Effect on Campylobacter and the Potential Human Health Consequences.Cambridge,
103. “Optimizing Dark Fiber Use in Metropolitan
Areas” (with G. Bell), Sixth INFORMS Telecommunications Conference,
104. “What is the cost of a DS3?” . Invited talk, Sixth INFORMS Telecommunications
105. “Least-Cost Acquisition of Service Facilities
Via Spatial Clustering” (with D. Babayev), Sixth INFORMS Telecommunications
106. “Predicting Likely Telecom Service Buyers by Mining D&B and Billing Data”, Sixth INFORMS Telecommunications Conference, Boca-Raton, Florida, March 10-13, 2002 http://www.informs.org/Conf/Telecom02/Abstracts/Cox01361002535.pdf
107. “How to Make Good Risk Management Decisions with Inadequate Data:
Applications to Blood Supply Safety.”
Invited talk, Decision-Making
Under Conditions of Uncertainty Regarding Rare and Emerging Diseases, with
special focus on the Human Impact of
Transmissible Spongiform Encephalopathy (TSE), Fairmont Chateau Laurier
108. “Using Epidemiological Data in Risk Assessment”. Lecture in Professional Course on
Probabilistic Risk Assessment. Health
109. “Integrating Health Risk Assessment and
Management”. Lecture in Professional
Course on Probabilistic Risk Assessment.
110. “Causes of Camplyobacteriosis”, invited talk
at the University of Colorado Health Sciences Center,
111. “Human Health Risk Assessment for Virginamycin
Use in Chicken” (with D. Popken), Poster Presentation P11 at 2002 Conference
on Antimicrobial Resistance. Hyatt
112. “Causes of Fluoroquinolone-Resistant
Campylobacteriosis” (with D. Popken), Poster Presentation P12 at 2002
Conference on Antimicrobial Resistance. Hyatt
“Quantifying Human Health Impacts of
Veterinary Medical Products Regulations.”
Invited Plenary Presentation.
“Defending Networked Resources Against Intelligent Attacks.” Invited presentation, INFORMS Annual Meeting,
115. “Modeling the Human Health Risks from Antibiotic Use in Chickens”. Presented at INFORMS Annual Meeting, San Jose. November 17-20, 2002. http://informs.emeetingsonline.com/emeetings/formbuilder/clusterpaperdisplay.asp?ppnno=1257
human health impacts of antimicrobial risk management alternatives for
enrofloxacin”. Winner, Society for Risk
Analysis Best Paper Award,. Society for
Risk Analysis Annual Conference,
human health risks from virginiamycin used in chickens.” Poster Presentation, Society for Risk
Analysis Annual Conference,
“Uncertainty in quantitative estimates of health risk from diesel particles”. Invited plenary talk, Sixth Workshop on Mexico City Air Quality,
119. Hotel Royal Pedregal, México January 21, 2003.
risks and uncertainties to health managers.”
Invited talk, Advanced Risk Management Techniques, Strategies, and
Modelling Practices: Blood Safety. Statistics and Risk Assessment Section, Blood
Safety Surveillance and Health Care Acquired Infections Division. Centre for Infectious Disease Prevention and
Control. Population and Public Health
120. “Nonlinear Low-Dose Hematotoxicity”
presented at Non-Linear
Dose-Response Relationships in Biology, Toxicology, and Medicine: An International Conference.
Health Risks and Benefits of Current Enrofloxacin Use Patterns and
Alternatives” (with Dr. Douglas Popken).
Poster presented at the NFID 2003
Annual Conference on Antimicrobial Resistance.
June 23-25th, Hyatt Regency
Human Health Impacts of Antimicrobials Used in Veterinary and Human
Medicine.” Poster presented at the NFID
2003 Annual Conference on Antimicrobial
23-25th, Hyatt Regency
role of risk assessment in assessing the future of antimicrobials in food
animal production: an overview.” Invited presentation, Seventh DISCOVER Conference on Food Animal Agriculture: Is
There a Future for Antibiotics in Animal Agriculture? September
21-24, 2003. Abe Martin Lodge, BrownCounty
LA. A Computer
Simulation Model of Low-Dose Interactions Among VOC Hematotoxins In Bone Marrow. Presented at Society for Risk
Analysis Annual Meeting.
Popken DA. Past and Future
Human Health Risks and Benefits from Animal Antimicrobials.
Presented at Society for Risk Analysis Annual Meeting.
126. Cox LA. Quantitative and
Qualitative Prediction of Human Health Risks from Emerging Resistance to Animal
Antimicrobials. Presented at Society for Risk Analysis Annual
127. Cox LA. Information
Theory, Causality, and Objective Hazard Identification . Presented at Society for Risk Analysis Annual
128. Cox LA. Risk Analysis Ideas for Decontaminating
Buildings. Invited presentation, NRC
Workshop on Standards and Policies for Decontaminating Public Facilities Affected
by Exposure to Harmful Biological Agents.
129. Cox, LA. Does the use of antibiotics in food animals
pose a risk to human health? A critical review of published data. NARMS Conference.
of risk assessment models in formulating regulations for antibiotic use in food
animal production. 53rd Western Poultry Disease Conference March
7-9, 2004 Capitol Plaza Holiday Inn -
Simulating bone marrow impacts of VOC mixtures. Invited poster presented at the American
Chemistry Council’s LRI Annual Science Meeting. May 5-6, 2004 Hotel Inter-Continental
Cox LA.Rapid Risk Rating Technique for risk-benefit assessments of antibiotics used in food animals. Invited presentation, ASM General Meeting New Orleans, Louisiana, May, 2004.
Detecting causal non linear exposure-response relations in
epidemiological data. Poster presented
at Non-Linear Dose-Response Relationships in Biology, Toxicology, and
Medicine: An International Conference.University
Cox LA. Low-dose
nonlinearity of hematopoietic dose-response relations. Poster presented at Non-Linear
Dose-Response Relationships in Biology, Toxicology, and Medicine: An International Conference.University of
Universality of J-shaped and U-shaped dose-response relations in
stochastic transition systems. Talk
presented at Non-Linear Dose-Response Relationships in Biology, Toxicology,
and Medicine: An International
Qualitative vs. Quantitative Risk Assessment
of Animal Antimicrobials. Poster presented at the NFID 2004 Annual Conference on
Antimicrobial Resistance. June 28th, Hyatt Regency
Poster presented at the NFID 2004 Annual Conference on Antimicrobial
Resistance. June 28th, Hyatt Regency
comparison of human health risks and benefits caused by alternative decisions
on animal drug uses. Invited talk at
Society for Risk Analysis Symposium: Risk
Assessment and Antimicrobial Resistance: Past, Present and Future.Hyatt
139. Cox LA Jr, Babayev D. Stochastic Optimization Via Random Sampling and Deterministic Solutions. Presented at INFORMS 2004 Annual Meeting. Denver, CO. October, 2004.
140. Popken DA, Cox LA Jr. Results from Simulation-Based Planning of Theatre Air Warfare. Presented at INFORMS 2004 Annual Meeting. Denver, CO. October, 2004.
LA Jr. Potential human health benefits
of antibiotics used in food animals: a
case study of virginiamycin. Poster
presented at the Society for Risk Analysis Annual Meeting. Wydham
LA, Jr., G. Charnley, C.L. Gaworski.
Linear vs. Nonlinear Models of Excess Lung Cancer Risks Induced by
Carbon Filter Particles in Cigarette Smoke.
Poster presented at the Society for Risk Analysis Annual Meeting. Wydham
LA Jr. Emergent, Robust
Non-Linearity of Dose-Response Relations in Stochastic Transition Models. Invited
presentation at the Society for Risk Analysis (SRA) Annual
144. Cox, LA Jr. BSE Update. Invited presentation, R-CALF Annual National Convention. January 19, 2005 Red Lion Hotel, Denver CO.
LA Jr. Potential human health impacts of banning antibiotics used in food
animals: A case study of virginiamycin. Invited talk,
Conference on: Worldwide Ban on Animal
Antibiotics on the Horizon?
LA Jr. Quantifying potential
human health risks and benefits of animal antibiotics. FDA, Center for Veterinary Medicine (CVM)
FASS Symposium, Food Safety, Animal Drugs, and Animal Health Committee.
LA Jr. Causal modeling in health
risk analysis: Designing safer
cigarettes and other applications.
Invited talk, Seminar in Special Topics in Optimization,
Cox, LA Jr. Low-dose
dose-response nonlinearities as adaptive inventory control risk management
strategies for tissues. Invited
presentation at the Fourth Annual
International Conference on Hormesis:
Implications for Toxicology, Medicine, and Risk Assessment.
Cox, LA Jr. Complex
low-dose nonlinearities: Insights from
cadmium. Poster presented at the Fourth Annual International Conference on
Hormesis: Implications for Toxicology,
Medicine, and Risk Assessment.
Cox, LA Jr. Dynamics of u-shaped and n-shaped
dose-response in a simple model of cytotoxicity-mediated carcinogenesis.
Poster presented at the Fourth
Annual International Conference on Hormesis:
Implications for Toxicology, Medicine, and Risk Assessment.
Cox LA Jr., Approaches to Antimicrobial
Risk Analysis in Food Safety Decision Making in Poultry Medicine. Invited talk, 2005 AAAP/AVMA Annual Meeting.
Cox LA Jr., Modeling Lung Carcinogenesis 1: Genotoxic and epigenetic events in
two-stage clonal expansion (TSCE) models.
Invited presentation, Philip Morris Research Laboratories Symposium on
Genotoxic and Epigenetic Tumorigenesis. Crown Plaza Hotel.
Cox LA Jr., Modeling Lung Carcinogenesis 2 :
Toward a biologically based model of smoking and lung cancer . Invited presentation, Philip Morris Research
Laboratories Symposium on Genotoxic and Epigenetic Tomorigenesis. Crown Plaza
Cox LA Jr., Food Animal Antibiotics and Human Health.
Invited seminar, Sponsored by Seed Science Center/Institute for Food
Science & Security.
Cox LA Jr., Assessing and Managing the Human Health Risks from Antibiotics Used in
Food Animals: Data, Analysis, and Policy
Perspectives. Invited presentation at
Cox LA Jr., Food Animal Antibiotics and Human Health:
History and Policy Perspectives. Invited presentation at the Society for Risk Analysis (SRA) 2005 Annual Meeting.
Cox LA Jr., What Fraction of Disease Can be Prevented by Removing Specific Exposures? Presentation
at the Society for Risk Analysis (SRA)
2005 Annual Meeting.Orlando,
Cox, Tony. Risk
analysis and public health – How to get from good intentions to good
results: Animal antibiotics and other examples.
Invited talk, Café Scientifique.Denver
Cox LA Jr., Using data mining to
predict and to influence customer behaviors:
Some real-world examples. Invited talk, Seminar in Information Systems and Data Mining,
Cox LA, Popken DA,
Carnevale R. Quantitative
risk anlysis for animal antibiotics. Edelman Award Competition. INFORMS Practitioners
Meeting. Hotel Intercontinental,
Cox LA Jr..Assessing uncertainty in
influential risk assessments. Invited
talk, Public Forum on OMB's Proposed Risk
Assessment Bulletin: Implications for Practice Inside and Outside Government.George
Cox LA Jr. Meta-hormesis for uncertain
risks: Arsenic as a case study. Invited presentation and panel
discussion. Fifth Annual International Conference on Hormesis: Implications for Toxicology, Medicine, and
Cox, Tony. Assessing
Construction Defect Risks. INFORMS 2006 Annual
Cox LA Jr. Hormesis dynamics in a model of lung field
cancerization.Society for Risk Analysis 2006 Annual
Cox LA Jr. Uncertainty, variability and transparency in
OMB’s Bulletin on Risk Analysis. Invited
presentation and panel discussion. Society for Risk Analysis 2006 Annual
Cox, Tony. Simulation of lung carcinogenesis: Some challenges for parameter
Cox, Tony. Is the A/J Mouse an Appropriate Model for
Human COPD Risks? Invited panel
discussion. Philip Morris Research Seminar on The A/J Mouse – A Relevant Animal Model for Cigarette Smoke-Induced
Diseases? Hyatt Hotel.
Cox LA Jr. Hierarchical, knowledge-based, and
approximate models can aid prediction, assessment and communication of the lung
cancer risks associated with smoking.
Invited presentation, Society for
Risk Analysis –
Cox, Tony. Quantifying Potential Human Health Risks from
Penicillin/Ampicillin Use in Food Animals. Presentation at the U.S.FDA
Cox, Tony. Dynamic Simulation of COPD: Neutrophil Accumulation. Invited presentation. Philip Morris International, Research.
Cox, Tony. Dynamic Simulation of COPD: Protease-Antiprotease Imbalance. Invited presentation. Philip Morris International, Research.
172. Cox, Tony. Simulating lung cancer risk from conventional and modified cigarettes. Invited presentation at UCDHSC Department of Mathematical Sciences: Operations Research Seminar. December 05, 2007
Douglas A; Mathers, Jerry. Do
penicillin-based drugs administered to food animals threaten human health? Society
for Risk Analysis 2007 Annual Meeting.
Cox, Tony. Identifiability
and prediction uncertainty in a multistage clonal expansion (MSCE) model of
Invited presentation, Society
for Risk Analysis 2007 Annual Meeting.
Cox, Tony; Urban, Hans-Joerg..Multilevel
biologically-based dose-response modeling of complex diseases: Lung cancer and
COPD as examples.
Society for Risk Analysis 2007
Annual Meeting.San Antonio,
Cox, Tony. BSE Risk in the
Cox, Tony. Data mining and modeling to maximize customer lifetime value. Invited lecture in Business Intelligence,
Leeds School of Business,
Cox, Tony. Hormesis without cell killing in a
competing-risks model of carcinogenesis.
Presentation at Dose-Response
Cox, Louis A. How can statisticians help improve the
quality of construction defect litigation?
Invited presentation, Joint
Statistical Meetings (JSM) 2008.
Cox, Tony. Improving RAMCAP™ and TVC Terrorism Risk
Analysis. Invited presentation, Chief of Naval Operations’ Distinguished
Fellow Program: Critical Infrastructure Workshop. Naval
Cox, Tony. Short Course on Causality and Decision
Analysis for Risk Analysts. Australia&
Cox, Tony. Some limitations of “Risk =
Threat x Vulnerability x Consequence” for risk analysis of terrorist attacks. Australia&
Cox, Tony. Some limitations of elicited probabilities for
terrorism risk assessment. Australia&
Cox Louis A Jr. Game theory models of
telecommunications networks resilient against terrorist attacks. INFORMS Annual Meeting 2008
Cox Louis A Jr. Predicting and controlling customer
churn on multiple time scales. INFORMS
Annual Meeting 2008
186. Cox Louis A Jr. Designing networks to withstand terrorist attacks. Invited presentation, Society for Risk Analysis 2008 Annual Meeting. Westin Boston Waterfront Hotel. Boston, MA. December 7-10, 2008. http://www.sra.org/docs/Final_Binder_1.pdf
Cox Louis A Jr. Risk management prority
rankings are ineffective: A call for change.
INFORMS Roundtable Winter Meeting. Hyatt Regency
Cox, Tony. Rethinking risk analysis: Outsmarting adaptive attackers. Invited tutorial. Military Operations Research Society (
Cox, Tony. Risk analysis: Traditional and current
approaches. Invited presentation. Military Operations Research Society (
Cox, Tony. Fixing broken risk management processes. Invited presentation. INFORMS
Cox, Tony. Customer data mining, modeling, and
optimization of lifetime value. Invited
lecture in Business Intelligence, Leeds School of Business,
Cox, Tony. Theories and realities of risk
modeling. Invited presentation to the Committee to Review the Department of
Homeland Security’s Approach to Risk Analysis. National
Cox, Anthony. Health risk assessment and modeling. Invited keynote address, Quality Risk Management –
Implementation Strategies. A Joint FDA/CDER and
194. Cox, Louis A. What’s wrong with hazard-ranking systems? Invited presentation, Section on Statistics in Defense and National Security2009 Joint Statistical Meeting. August 5, 2009. Washington, D.C. http://www.amstat.org/meetings/jsm/2009/onlineprogram/index.cfm?fuseaction=abstract_details&abstractid=302910
Tony. Using risk analysis
models to improve decisions: From good intentions to good results. Invited talk,
Tony. Advances in health risk assessment
and modeling. Four invited lectures
presented at Risk
Assessment Unit at Evira (Finnish Food Safety Authority)
196. Cox, Tony.
Quantifying potential human health risks from tetracycline use in food
animals. Invited talk presented at
197. Cox, Tony. Use of mode-of-action in risk assessment.Invited presentation, Society for Risk Analysis 2009 Annual Meeting.Baltimore. December 7, 2009. http://birenheide.com/sra/2009AM/program/singlesession.php3?sessid=M4-C&order=1#1 .
Tony. Validating Tox 21C Testing. Invited panel presentation. 21st Century Validation
Strategies for 21st Century Tools. July 14,
Anthony, Jr. Limits of
Predictability. Invited presentation to
National Academy of Sciences, Committee on Mathematical Foundation of
Verification, Validation, and Uncertainty Quantification. Keck Building,
Cox, Tony. Decisions Without Consequence
Probabilities. Invited presentation to OPTTEK.
Tony. Making Sustainability More
Sustainable in a Risky World. INFORMS Annual Meeting 2010.Austin,
Tony. Creating Customer
Satisfaction: A Causal Engineering
Approach. Invited Keynote Address. C5 Fall Meeting. The
203. Cox, Tony. Models and Mechanisms of Dose-Response Thresholds for Particulate and Nanoparticle-Induced Inflammatory Lung Diseases and Lung Cancer. Society for Risk Analysis 2010 Annual Meeting.Salt Lake City. December 7, 2010. http://birenheide.com/sra/2010AM/program/singlesession.php3?sessid=T2-G
204. Cox, Tony. MSHA’s Draft Quantitative Risk Assessment (QRA) of RCMD: Current flaws and possible fixes. Presentation at Mine Safety and Health (MSHA) Public Hearing. Arlingon, VA. 2-15-2011. www.msha.gov/REGS/Comments/2010-25249/Transcripts/20110215ArlingtonVA.pdf pp 77-104 and cf p. 243
205. Cox, Tony. Operations Research in Today’s Economy. Invited talk and panel discussion, First ORC Day, MIT Operations Research Center. October 15, 2011.
206. Cox, Tony. Principles of Microbial Risk Analysis. Invited lecture. University of Colorado Health Sciences Center. November 1, 2011.
207. Cox LA Reassessing the evidence on health benefits of cleaning air. Society for Risk Analysis 2011 Annual Meeting. Charleston, SC. December 7, 2011. http://birenheide.com/sra/2011AM/program/singlesession.php3?sessid=W3-I&order=1#1
208. Cox, Tony. Developing better risk management decision processes for real people. Invited presentation and panel discussion. Society for Risk Analysis 2011 Annual Meeting. Charleston, SC. December 5, 2011. http://birenheide.com/sra/2011AM/program/singlesession.php3?sessid=M4-F
209. Cox, Tony. Improving broken risk management decision processes. Invited talk, School of Industrial and Systems Engineering, University of Oklahoma. April 20, 2012.
210. Cox, Tony. Causality for risk analysis. Invited talk at Workshop on Foundational Issues in Risk Assessment and Management. Hotel Laurin in Salo, Milano, Italy 3-4 August 2012.http://www.lgi.ecp.fr/~li/materials/workshop-agenda-aug2012-2-alt-30july.pdf
211. Cox, Tony. Extending decision theory to address practical risk analysis problems. Invited talk at Workshop on Foundational Issues in Risk Assessment and Management. Hotel Laurin in Salo, Milano, Italy 3-4 August 2012.http://www.lgi.ecp.fr/~li/materials/workshop-agenda-aug2012-2-alt-30july.pdf
212. Cox, Tony. Causal modeling vs. wishful thinking in public health policy. Invited talk, Rocky Mountain INFORMS Chapter Meeting, University of Colorado at Denver, September 19th 2012. http://www.informs.org/Community/Rocky-Mountain-Chapter
213. Cox, Tony. How should communities manage catastrophic risks? 7th Annual DFG-NSF Conference - Reckoning with the Risk of Catastrophe. October 3-5, 2012 Washington DC. http://dfg-nsf2012.mit.edu/wp-content/uploads/2012/09/Conference-brochure.pdf
214. Cox, Tony. Toward more useful decision analysis for real people. Invited talk presented at University of Colorado at Denver School of Business. Denver, CO. November 3, 2012
215. Cox, Tony. Improving risk management comparisons and decisions. Invited webinar, The Society of Information Risk Analysts. November 8, 2012. https://www.societyinforisk.org/content/save-date-tony-cox-present-siras-november-webinar; http://vimeo.com/53151221
216. Cox, Tony. Warmer is healthier: Effects on mortality rates of changes in average fine particulate matter (PM2.5) concentrations and temperatures in 100 U.S. cities. Society for Risk Analysis 2012 Annual Meeting. San Francisco. December 12, 2012. http://birenheide.com/sra/2012AM/program/singlesession.php3?sessid=W3-K
217. Cox, Tony. Predictive and prescriptive analytics for increasing customer satisfaction. Rocky Mountain INFORMS Chapter Meeting, University of Colorado at Denver, January 23rd 2013. http://www.informs.org/Community/Rocky-Mountain-Chapter
218. Cox, Tony. Improving causal analysis in risk-cost-benefit analysis. Invited presentation, Fifth Annual Meeting of the Society for Benefit-Cost Analysis. Washington, D.C.February 21, 2013. http://benefitcostanalysis.org/system/files/SBCA13%20Panel%20Schedule_01%2022%202013.pdf
219. Cox, Tony. Improving causal inference in air pollution risk analysis. Webinar for American Chemistry Council (ACC) members. June 21, 2013
220. Popken DA, Cox T. The good, the bad, and the ugly: How and how not to do quantitative risk analysis of food safety. Rocky Mountain INFORMS Chapter Meeting, University of Colorado at Denver, September 20, 2013. http://www.informs.org/Community/Rocky-Mountain-Chapter
Invited presentation, Workshop on Retrospective Review of Risk-Based Regulations. Workshop sponsored by The George Washington University Regulatory Studies Center and National Capital Area Chapter of the Society for Risk Analysis. Washington, D.C. September 27, 2013.
222. Cox, T. Evidence on causality in PM2.5 health effects studies. Invited presentation, Workshop on Retrospective Review of Risk-Based Regulations. Workshop on Health Effects Associated with Elevated Levels of PM2.5. Sheraton, Crystal City, VA. October 22, 2013.
223. Cox, T. Adapting risk management to reduce regret. Society for Risk Analysis 2013 Annual Meeting. Baltimore, MD. December 9, 2013.
224. Cox, T. Possible futures for Risk Analysis. Society for Risk Analysis 2013 Annual Meeting. Baltimore, MD. December 10, 2013.
225. Cox, T. Have historical reductions in ozone and fine particulate matter caused reductions in mortality rates?Society for Risk Analysis 2013 Annual Meeting. Baltimore, MD. December 11, 2013.
226. Cox, LA, Jr. and Popken, DA. Present invited paper on “How well can in vitro assays predict in vivo results?” at FutureTox II: In Vitro Data and In Silico Models for Predictive Toxicology. January 16–17, 2014 Chapel Hill, North Carolina https://www.toxicology.org/ai/meet/cct_futureToxII.asp
227. Cox, T. Benefits and importance of data sharing. Invited presentation at Institute of Medicine (IOM) Workshop on Principles and Best Practices for Sharing Data from Environmental Health Research. National Academy of Sciences Building, Washington. D.C. March 19, 2014.https://www.youtube.com/watch?v=iYxLO8tTvl8
228. Cox, LA Jr. Overcoming learning-aversion in evaluating and managing uncertain risks. Paper presented at the Conference on Risk, Perception, and Response. Harvard Center for Risk Analysis. Harvard School of Public Health. Boston, MA. March 20-21, 2014.
229. Cox, T. Intergenerational justice in resilience investments with uncertain future preferences and resources. Invited presentation, International Conference on the Societal Risk Management of Natural Hazards (ICSRM). Hotel and Conference Center University of Illinois at Urbana-Champaign April 17-18, 2014.
230. Cox T. Reducing over-valuation of risk regulations with highly uncertain benefits. Society for Risk Analysis 2014 Annual Meeting. Denver, CO. December 8, 2014.
231. Cox T. Vision and scope for Risk Analysis: An International Journal. Invited presentation and panel discussion, Society for Risk Analysis 2014 Annual Meeting. Denver, CO. December 9, 2014.
232. Cox, T. Intelligent adversary risk analysis. Invited presentation, Risk Speaker Series, Sandia National Laboratory, Livermore, CA. March 31, 2015.
233. Cox LA. Academic publishing. Invited presentation and panel discussion, Auraria Campus Library. Denver, CO. April 9, 2015.
234. Cox LA. Improving regulatory science. Invited presentation to Board of Mathematical Sciences and their Applications. National Academy of Sciences. Washington, D.C. May 8, 2015.
235. Cox T. Estimating and validating causal concentration-response relations for PM2.5 from data. Invited talk, 41st Annual Summer Meeting of The Toxicology Forum. The Cheyenne Mountain Resort. Colorado Springs, Colorado. July 14, 2015.
236. Cox T. Simple displays of complex risk information: Beyond risk matrices. Invited Webinar, Society for Risk Analysis. August 27, 2015.
237. Cox, T. Applied Risk Analytics. Invited seminar, University of Colorado Department of Mathematics. September 29, 2015.
238. Cox, T. From complex data to complex decisions. Invited talk, National Academy of Sciences, Board of Mathematical Sciences and their Applications. Washington, D.C. October 23, 2015.
239. Cox, T. Causal analytics for improving risk regulation. Society for Risk Analysis 2015 Annual Meeting. Arlington, VA. December 9, 2015.
240. Cox, T. Integrity in Publishingfor Scientific Risk Analysis. Invited presentation and panel discussion. Society for Risk Analysis 2015 Annual Meeting.Arlington, VA. December 9, 2015
241. Cox, T. Using risk-cost-benefit analysis to improve gain-of-function research decisions. Invited presentation at Second NAS Symposium on Gain-of-Function Research. Washington, DC. March 10, 2016
242. Cox, T. Society for Risk Analysis Webinar - A Causal Analytics Toolkit (CAT) for assessing exposure-response relations in epidemiological data. June 29, 2016https://www.youtube.com/watch?v=6EUA03NQ85I&feature=youtu.be
243. Cox, T. Applied risk analytics: Making advanced analytics more useful. Invited Inaugural Distinguished Lecture in Operations Research. Naval Postgraduate School (NPS).Monterery CA. August 4, 2016
244. Cox, T. A Causal Analytics Toolkit (CAT) for assessing causal relations in data. Invited lecture, University of Colorado at Denver, School of Business, September 13, 2016
245. Cox, LA Jr. Probabilistic causation, regulation, and the courts. Law & Economics Center, George Mason University Antonin Scalia Law School. Searle Civil Justice Institute Research Roundtable on Judicial Review of Regulatory Evidence. Wednesday, November 16, 2016
246. Cox T. Automating causal judgments in risk analysis. Invited presentation and panel discussion. Society for Risk Analysis 2016 Annual Meeting.San Diego, CA December 12, 2016
247. Cox TL, Popken DA, Kaplan AM, Plunkett LM, Becker RA. How well do high throughput screening (HTS) assay data predict in vivo rodent carcinogenicity of pesticides? Invited presentation and panel discussion. Society for Risk Analysis 2016 Annual Meeting.San Diego, CA December 14, 2016. (Presented by co-author Dr. Laura Plunkett)
248. Cox T. More objective causal interpretation of exposure-response data. Invited presentation and panel discussion. Society for Risk Analysis 2016 Annual Meeting.San Diego, CA December 12, 2016
249. Cox T. Causal Analytics for Benefit-Cost Analysts: What Effects do Policies Cause? Society for Benefit-Cost Analysis (SBCA) 2017 Workshop. George Washington University Marvin Center, Washington, D.C. March 15, 2017.
250. Cox, T. Adaptive benefit-cost analysis for changing a few of many causes. Society for Benefit-Cost Analysis (SBCA) 2017 Conference. George Washington University Marvin Center, Washington, D.C. March 16, 2017.
251. Cox, T. Evidence-based policy: What constitutes valid evidence of policy effects? Society for Benefit-Cost Analysis (SBCA) 2017 Conference. George Washington University Marvin Center, Washington, D.C. March 16, 2017.
252. Cox, Louis Anthony (Tony), Jr. Progress in risk science and causality. Invited presentation for Topical Session: New Developments in Risk Science and Causality. Association of Air Pollution Control Agencies. AAPCA 2017 Spring Meeting. Hilton Tucson East Hotel. Tucson, Arizona. March 27, 2017.
253. Cox, LA Jr. A primer on the scientific method. Invited lecture. Symposium for judges on judicial deference and regulatory agency science. George Mason University Antonin Scalia Law School. October 6, 2017.
254. Cox, LA Jr. Understanding what science can and cannot do. Invited lecture. Symposium for judges on judicial deference and regulatory agency science. George Mason University Antonin Scalia Law School. October 6, 2017.
255. Cox, T. Using statistical inference to support decision-making. Invited talk, American Statistical Association Symposium on Statistical Inference. Scientific Method for the 21st Century: A World Beyond p < 0.05. Hyatt Regency. Bethesda, MD. October 11, 2017.
256. Cox, T. Overcoming confirmation bias and p-hacking. Invited talk, American Statistical Association Symposium on Statistical Inference. Scientific Method for the 21st Century: A World Beyond p < 0.05. Hyatt Regency. Bethesda, MD. October 12, 2017
257. Cox, T. Biomathematical mechanisms of non-linear dose-response for respirable elongated mineral particles. Invited Talk, Monticello Conference. Charlottesville, VA. October 18, 2017
258. Cox, T. Causal analytics for risk management: Making advanced analytics more useful. Wilbert Steffy Distinguished Lecture. Department of Industrial Engineering and Operations Research. Universiy of Michigan. November 10, 2017.