Associate Professor, Biostatistics
Biostatistics Program Director
Department of Epidemiology, Biostatistics & Occupational Health
McGill University
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Chakraborty
B. and
Moodie
E. E. M. (2013) Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine. Springer (Statistics for Biology and Health series). |
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Kosorok M. R. and Moodie E. E. M., eds. (2016) Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine ASA-SIAM (Series on Statistics and Applied Probability). |
SELECTED PUBLICATIONS
Wallace M. P. and Moodie E. E. M. (2015) Doubly-robust dynamic treatment regimen estimation via weighted least squares. Biometrics 71:636–644
Saarela O., Stephens D. A., Moodie E. E. M., and Klein M. B. (2015) On Bayesian estimation of marginal structural models. (With Response to Discussion) Biometrics 71:279--288.
Moodie E. E. M., Stephens D. A. and Klein M. B. (2014) A marginal structural model for multiple-outcome data. Statistics in Medicine (in press)
Shortreed S.M. and Moodie E.E.M. (2012) Estimating the optimal dynamic treatment regime for schizophrenia:
Evidence from the sequentially randomized CATIE Schizophrenia Study. Journal of the Royal Statistical Society, Series C.
Moodie E.E.M. and Richardson T.S. (2010) Estimating optimal dynamic regimes: Correcting bias under the null. The Scandinavian Journal of Statistics, 37: 126-146.
Moodie E. E. M. (2009) A note on the variance of doubly-robust g-estimates. Biometrika, 96: 998-1004.
Moodie E.E.M., Richardson T.S., and Stephens D.A. (2007) Demystifying optimal dynamic treatment regimes. Biometrics, 63(2): 447-455.
R PACKAGES
RDTRreg: Dynamic treatment regime estimation & inference via G-estimation, dynamic WOLS, and Q-learning
SELECTED EDITORIAL AND COMMITTEE ACTIVITIES
Associate Editor, Biometrics
Associate Editor, JASA - Theory & Methods
Associate Director (Quebec), Canadian Statistical Sciences Institute
Co-chair, STRATOS (STRengthening Analytical Thinking for Observational Studies), Causal Inference topic group
PAST PROJECTS
Causal Inference in Health Research Workshop, 9-13 May, 2011
Proceedings of the CRM Workshop: Special Issue of the International Journal of Biostatistics
Statistical Methods for HIV Research Workshop, 14-15 April, 2011
Causal Inference in Statistics and the Quantitative Sciences Workshop at the Banff International Research Station (BIRS), 3-8 May, 2009
Proceedings of the BIRS Workshop: Special Issue of the International Journal of Biostatistics
Personal home page (non-statistical)