Associate Professor, Biostatistics
Biostatistics Program Director
Department of Epidemiology, Biostatistics & Occupational Health
McGill University
Purvis Hall, 1020 Pine Ave West, Montreal, QC H3A 1A2
first_name . last_name @ mcgill . ca
514.398-5520
longitudinal data, dose-response relationships, HIV.
...at McGill
BIOS 612: Advanced Generalized Linear Models: Correlated Data (Winter 2007, 2009, 2013; Fall 2010)
EPIB 659: Current Readings in Statistics (Winter 2008)
EPIB 607: Principles of Inferential Statistics in Medicine (Fall 2007, 2008, 2010, 2012)
...short courses:
Longitudinal data methods (March, 2014; Imperial College London Department of Mathematics)
2006 Ph.D., Biostatistics, University of Washington.
Thesis: Inference for optimal dynamic treatment regimes.
2004 M.Sc., Biostatistics, University of Washington.
2001 M.Phil., Epidemiology, University of Cambridge, UK.
Thesis: Modelling techniques for missing data: Intensive case-management versus standard
case-management for severe psychosis.
2000 B.A. Mathematics and Statistics, University of Winnipeg.
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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). |
SELECTED PUBLICATIONS
Moodie E.E.M., Dean N., and Sun Y. R. (2013) Q-learning: Flexible learning about useful utilities. Statistics in Biosciences, doi: 10.1007/s12561-013-9103-z
Moodie E.E.M. and Chakraborty B. (2012) Q-learning for estimating optimal dynamic treatment rules from observational data. Canadian Journal of Statistics, 40: 629-645.
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.
PAST PROJECTS
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
Statistical Methods for HIV Research Workshop, 14-15 April, 2011
Causal Inference in Health Research Workshop, 9-13 May, 2011
Proceedings of the CRM Workshop: Special Issue of the International Journal of Biostatistics
Personal home page (non-statistical)