|Present||Full Professor, University of Toronto ‐ Institute of Health Policy, Management and Evaluation|
|Present||Senior Scientist, Institute for Clinical Evaluative Sciences|
Propensity score, Causal inference, Predictive models, Clinical Prediction Models, Hospital report cards, Provider profiling, Observational studies, Healthcare administrative data, and Health Services Research
Propensity score methods (39)
Using Ensemble-Based Methods for Directly Estimating Causal Effects: An Investigation ...
Multivariate Behavioral Research (2012)
Researchers are increasingly using observational or nonrandomized data to estimate causal treatment effects. Essential to the production of high-quality evidence ...
A Tutorial on Methods to Estimating Clinically and Policy-Meaningful Measures ...
The International Journal of Biostatistics (2011)
In randomized controlled trials (RCTs), treatment assignment is unconfounded with baseline covariates, allowing outcomes to be directly compared between treatment ...