Llwytho...
Nonparametric methods for doubly robust estimation of continuous treatment effects
Continuous treatments (e.g., doses) arise often in practice, but many available causal effect estimators are limited by either requiring parametric models for the effect curve, or by not allowing doubly robust covariate adjustment. We develop a novel kernel smoothing approach that requires only mild...
Wedi'i Gadw mewn:
| Cyhoeddwyd yn: | J R Stat Soc Series B Stat Methodol |
|---|---|
| Prif Awduron: | , , , |
| Fformat: | Artigo |
| Iaith: | Inglês |
| Cyhoeddwyd: |
2016
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| Pynciau: | |
| Mynediad Ar-lein: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5627792/ https://ncbi.nlm.nih.gov/pubmed/28989320 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12212 |
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