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Covariance Adjustment on Propensity Parameters for Continuous Treatment in Linear Models

Propensity scores are widely used to control for confounding when estimating the effect of a binary treatment in observational studies. They have been generalized to ordinal and continuous treatments [1–3] in recent literature. Following the definition of propensity function and its parameterization...

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Hlavní autoři: Yang, Wei, Joffe, Marshall M., Hennessy, Sean, Feldman, Harold I.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2014
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4190156/
https://ncbi.nlm.nih.gov/pubmed/25042626
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6252
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