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Penalized regression procedures for variable selection in the potential outcomes framework
A recent topic of much interest in causal inference is model selection. In this article, we describe a framework in which to consider penalized regression approaches to variable selection for causal effects. The framework leads to a simple ‘impute, then select’ class of procedures that is agnostic t...
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| Published in: | Stat Med |
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| Main Authors: | , , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
2015
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4390482/ https://ncbi.nlm.nih.gov/pubmed/25628185 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6433 |
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