2014•Drug and Alcohol DependenceOpen access

Estimating the causal effects of cumulative treatment episodes for adolescents using marginal structural models and inverse probability of treatment weighting

Beth Ann Griffin, Rajeev N Ramchand, Daniel Almirall, Mary E. Slaughter, Lane F. Burgette, Daniel F McCaffery

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Key concepts: Marginal structural model, Inverse probability weighting, Medicine, Confounding, Average treatment effect, Treatment and control groups, Inverse probability, Weighting

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Estimating the causal effects of cumulative treatment episodes for adolescents using marginal structural models and inverse probability of treatment weighting — Research Paper | ScholarLens