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Statistics in Medicine· 2013Q1

A tutorial on propensity score estimation for multiple treatments using generalized boosted models

Daniel F. McCaffrey, Beth Ann Griffin, Daniel Almirall, Mary E. Slaughter et al.

Short summary

This tutorial provides step-by-step guidance and proposes generalized boosted models (GBM) for propensity score weighting in studies with three or more treatments, addressing a gap in current methods.

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Field: Statistics and Probability

Statistics and ProbabilityMathematics