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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Multivar Anal
Prif Awduron: Huang, Ming-Yueh, Chan, Kwun Chuen Gary
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2018
Pynciau:
Mynediad Ar-lein: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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