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A tutorial comparing different covariate balancing methods with an application evaluating the causal effects of substance use treatment programs for adolescents

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Randomized controlled trials are the gold standard for measuring causal effects. However, they are often not always feasible, and causal treatment effects must be estimated from observational data. Observational studies do not allow robust conclusions about ca... ...