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Joint sufficient dimension reduction for estimating continuous treatment effect functions
The estimation of continuous treatment effect functions using observational data often requires parametric specification of the effect curves, the conditional distributions of outcomes and treatment assignments given multi-dimensional covariates. While nonparametric extensions are possible, they typ...
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| Udgivet i: | J Multivar Anal |
|---|---|
| Main Authors: | , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2018
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6411292/ https://ncbi.nlm.nih.gov/pubmed/30872872 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jmva.2018.07.005 |
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