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Propensity Analysis in Stata Revision: 1

Propensity Analysis in StataRevision: LuntOctober 14, 2014 Contents1. The data used in this tutorial .. Additional programs required ..42. Checking Balance53. Calculating Propensity Using Logistic Regression .. Diagnostics for the Propensity score .. Using the Propensity score .. Stratification .. Weighting .. matching ..154. Rechecking Stratification .. Weighting .. matching ..185. Assessing the effect of Na vely .. Stratification .. Weighting .. matching ..226. Trimming247. Alternative Analyses2618.

unexposed in this tutorial) by balancing a single variable, the propensity score. There are three ways to use the propensity score to do this balancing: matching, stratification and weighting. We will explore all three ways in this tutorial. Propensity models depend on the potential outcomes model popularized by Don Rubin[1].

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