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Recursive partitioning for heterogeneous causal effects

In this paper we propose methods for estimating heterogeneity in causal effects in experimental and observational studies and for conducting hypothesis tests about the magnitude of differences in treatment effects across subsets of the population. We provide a data-driven approach to partition the d...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Athey, Susan, Imbens, Guido
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4941430/
https://ncbi.nlm.nih.gov/pubmed/27382149
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1510489113
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