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A Boosting Algorithm for Estimating Generalized Propensity Scores with Continuous Treatments
In this article, we study the causal inference problem with a continuous treatment variable using propensity score-based methods. For a continuous treatment, the generalized propensity score is defined as the conditional density of the treatment-level given covariates (confounders). The dose–respons...
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| Izdano u: | J Causal Inference |
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| Glavni autori: | , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2014
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| Teme: | |
| Online pristup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4749263/ https://ncbi.nlm.nih.gov/pubmed/26877909 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/jci-2014-0022 |
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