In the video show below I demonstrate how to perform propensity score stratification.
An alternative method of using strata in propensity score analysis is to perform marginal mean weighting through stratification. It is a more flexible method than traditional propensity score stratification because it can be easily combined with weighted estimation of any parametric model. In the video below I demonstrate marginal mean weighting through stratification.
example r code for propensity score stratification
| Rmarkdown Guide to Propensity Score Stratification |
| chapter4_part_1_-_estimation_of_propensity_scores.r |
| chapter4_part_2_-_propensity_score_stratification.r |
| chapter4_part_3_-_mmws_to_estimate_ate.r |
| chapter4_part_4_-_mmws_to_estimate_att.r |
Data for Example of Propensity Score Stratification
| chapter4_ssocs08.rdata |
| chapter4_ssocs08_with_propensity_scores.rdata |
| chapter4_ssocs08_with_stratification.rdata |