R code for propensity score analysis with multiple treatments
| chapter6_part_1_estimate_generalized_propensity_score_for_multiple_treatment_versions.r |
| chapter6_part_2_obtain_iptw_and_check_balance_pairwise.r |
| chapter6_part_3_obtain_iptw_and_check_balance_with_twang_package.r |
| chapter6_part_4_obtain_mmws_and_check_balance.r |
| chapter6_part_5_estimate_the_average_treatment_effect_of_multiple_treatment_versions.r |
Data for example propensity score analysis with multiple treatments
| chapter6_example_sass_tfs_data_imputed.rdata |
| chapter6_generalized_propensity_score_estimation_results.rdata |
| chapter6_dataset_with_mmws_weights.rdata |
Related Research:
Leite, W. L., Aydin, B., & Gurel, S. (2019). A comparison of propensity score weighting methods for evaluating the effects of programs with multiple versions. Journal of Experimental Education, 87, pages 77-88. DOI: 10.1080/00220973.2017.1409179
Leite, W. L., Aydin, B., & Gurel, S. (2019). A comparison of propensity score weighting methods for evaluating the effects of programs with multiple versions. Journal of Experimental Education, 87, pages 77-88. DOI: 10.1080/00220973.2017.1409179