Encyclopedia of Biostatistics

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Balance in the covariate distributions is crucial for an unconfounded descriptive or causal comparison between different groups. However, lack of overlap in the covariates is common in observational studies. This article focuses on weighting strategies for balancing covariates. We propose a general class of weights---the balancing weights---that balance the expectation of the covariates in the ...

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ژورنال

عنوان ژورنال: BMJ

سال: 1999

ISSN: 0959-8138,1468-5833

DOI: 10.1136/bmj.318.7182.542