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A Tutorial on Propensity Score Estimation for Multiple Treatments Using Generalized Boosted Models

The use of propensity scores to control for pretreatment imbalances on observed variables in non-randomized or observational studies examining the causal effects of treatments or interventions has become widespread over the past decade. For settings with two conditions of interest such as a treatmen...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: McCaffrey, Daniel F., Griffin, Beth Ann, Almirall, Daniel, Slaughter, Mary Ellen, Ramchand, Rajeev, Burgette, Lane F.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2013
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC3710547/
https://ncbi.nlm.nih.gov/pubmed/23508673
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.5753
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