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The Review of Economic Studies· 2013Q1

Inference on Treatment Effects after Selection among High-Dimensional Controls

Alexandre Belloni, Victor Chernozhukov, Christian Hansen

Short summary

A new "post-double-selection" method enables valid statistical inference for treatment effects, even when controlling for a vast number of variables (more than the sample size) and when the selection of controls is imperfect.

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Field: Statistics and Probability

Statistics and ProbabilityMathematics