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.
R Code for Chapter 4 - Propensity Score Stratification
chapter4_part_1_-_estimation_of_propensity_scores.r | |
File Size: | 4 kb |
File Type: | r |
chapter4_part_2_-_propensity_score_stratification.r | |
File Size: | 4 kb |
File Type: | r |
chapter4_part_3_-_mmws_to_estimate_ate.r | |
File Size: | 4 kb |
File Type: | r |
chapter4_part_4_-_mmws_to_estimate_att.r | |
File Size: | 5 kb |
File Type: | r |
Data for Example of Propensity Score Stratification
chapter4_ssocs08.rdata | |
File Size: | 432 kb |
File Type: | rdata |
chapter4_ssocs08_with_propensity_scores.rdata | |
File Size: | 459 kb |
File Type: | rdata |
chapter4_ssocs08_with_stratification.rdata | |
File Size: | 104 kb |
File Type: | rdata |
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