Inference on treatment effects after selection amongst high-dimensional controls
Year of publication: |
2013-06
|
---|---|
Authors: | Belloni, Alexandre ; Chernozhukov, Victor ; Hansen, Christian |
Institutions: | Centre for Microdata Methods and Practice (CEMMAP) |
Subject: | treatment effects | partially linear model | high-dimensional-sparse regression | inference under imperfect model selection | uniformly valid inference after model selection | average treament effects | average treatment effects for the treated |
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