Elizabeth A. Stuart
Johns Hopkins University(US)
Publications by Year
Research Areas
Advanced Causal Inference Techniques, Health Systems, Economic Evaluations, Quality of Life, Statistical Methods and Bayesian Inference, Statistical Methods and Inference, Healthcare Policy and Management
Most-Cited Works
- → Matching Methods for Causal Inference: A Review and a Look Forward(2010)5,214 cited
- → Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference(2007)4,293 cited
- → MatchIt: Nonparametric Preprocessing for Parametric Causal Inference(2011)4,251 cited
- → Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies(2015)4,173 cited
- → Multiple imputation by chained equations: what is it and how does it work?(2011)3,386 cited
- → MatchIt: Nonparametric Preprocessing for Parametric Causal Inference(2005)1,225 cited
- → Improving propensity score weighting using machine learning