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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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Bibliografische gegevens
Gepubliceerd in:Proc Natl Acad Sci U S A
Hoofdauteurs: Athey, Susan, Imbens, Guido
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: National Academy of Sciences 2016
Onderwerpen:
Online toegang: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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