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Matching methods for causal inference: A review and a look forward

When estimating causal effects using observational data, it is desirable to replicate a randomized experiment as closely as possible by obtaining treated and control groups with similar covariate distributions. This goal can often be achieved by choosing well-matched samples of the original treated...

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Hlavní autor: Stuart, Elizabeth A.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2010
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2943670/
https://ncbi.nlm.nih.gov/pubmed/20871802
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/09-STS313
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