Covariate balancing propensity score

The propensity score plays a central role in a variety of causal inference settings. In particular, matching and weighting methods based on the estimated propensity score have become increasingly common in the analysis of observational data. Despite their popularity and theoretical appeal, the main...

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Bibliographic Details
Published in:	Journal of the Royal Statistical Society. Series B, Statistical methodology Statistical methodology, 2014-01, Vol.76 (1), p.243-263
Main Authors:	Imai, Kosuke, Ratkovic, Marc
Format:	Article
Language:	English
Subjects:	Analysis Appeals Bias Causal inference Causality computer software Copyright Effects Estimating techniques Estimation Generalized method of moments Inference Instrumental variables Inverse propensity score weighting Marginal structural models Methodology Observational studies Open source software Popularity Population probability Propensity Propensity score matching Property Randomized experiments researchers Statistics Studies Treatment methods Weighting
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