Transcription of Methods for Constructing and Assessing Propensity Scores
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Methods for Constructing and Assessing Propensity Scores
Methods for Constructing and AssessingPropensity ScoresMelissa M. Garrido, Amy S. Kelley, Julia Paris, Katherine Roza,Diane E. Meier, R. Sean Morrison, and Melissa D. model the steps involved in preparing for and carrying out propensityscore analyses by providing step-by-step guidance and Stata code applied to an empiri-cal , Stata code, and empirical examples are given to illustrate(1) the process of choosing variables to include in the Propensity score; (2) balance ofpropensity score across treatment and comparison groups; (3) balance of covariatesacross treatment and comparison groups within blocks of the Propensity score; (4)choice of matching and weighting strategies.
propensity scores with survey-weighted data (DuGoff, Schuler, and Stuart 2014) or with multilevel categorical (Imbens 2000; Huang et al. 2005) or con-tinuous treatments (Jiang and Foster 2013). We use data from the Palliative Care for Cancer Patients (PC4C) study, …
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