Using classification tree analysis to generate propensity score weights
Author:
Affiliation:
1. Linden Consulting Group; LLC; Ann Arbor MI USA
2. Division of General Medicine; Medical School-University of Michigan; Ann Arbor MI USA
3. Optimal Data Analysis; LLC; Chicago IL USA
Publisher
Wiley
Subject
Public Health, Environmental and Occupational Health,Health Policy
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/jep.12744/fullpdf
Reference55 articles.
1. Identification of causal effects using instrumental variables;Angrist;J Am Stat Assoc,1996
2. Evaluating disease management program effectiveness: an introduction to instrumental variables;Linden;J Eval Clin Pract,2006
3. The central role of propensity score in observational studies for causal effects;Rosenbaum;Biometrika,1983
4. Principles for modeling propensity scores in medical research: a systematic literature review;Weitzen;Pharmacoepidemiol Drug Saf,2004
5. Variable selection for propensity score models;Brookhart;Am J Epidemiol,2006
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