Concepedia

Elizabeth A. Stuart

EA

Statistics

Publications

285

Citations

34.8K

H-Index

79

Active since

2002

Affiliations

Johns Hopkins University(Current)

Johns Hopkins Medicine

Harvard University

University of Maryland, Baltimore

Kennedy Krieger Institute

Elizabeth A. Stuart is an author at Johns Hopkins University specializing in public health, biostatistics, and causal inference.

Publications per year

2002–2025

285

Publications

285

<b>MatchIt</b>: Nonparametric Preprocessing for Parametric Causal Inference

Daniel E. Ho, Kosuke Imai, Gary King et al. · Journal of Statistical Software · 2011 · 4.4K citations · Full text

Public Health, Biostatistics, Causal Inference +13

Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference

Daniel E. Ho, Kosuke Imai, Gary King et al. · Political Analysis · 2007 · 4.3K citations · Full text

Public Health, Biostatistics, Causal Inference +15

Multiple imputation by chained equations: what is it and how does it work?

Melissa Azur, Elizabeth A. Stuart, Constantine Frangakis et al. · International Journal of Methods in Psychiatric Research · 2011 · 3.5K citations · Full text

Public Health, Biostatistics, Psychiatry +13

Improving propensity score weighting using machine learning

Brian K. Lee, Justin Lessler, Elizabeth A. Stuart · Statistics in Medicine · 2009 · 914 citations · Full text

Computing, Biostatistics, Epidemiology +16

Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research.

Valerie S. Harder, Elizabeth A. Stuart, James C. Anthony · Psychological Methods · 2010 · 814 citations

Public Health, Biostatistics, Psychology +15

1–5 of 285