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With a comparison of both well-established and cutting-edge propensity score methods, this text highlights where solid guidelines exist to support best practices and where there is scarcity of research. Readers will find this scaffolded approach to R and its accompanying free online resource site an invaluable resource for applying text concepts to analysis of their own data.