R Code for Propensity Score Matching
| chapter5_part1__propensity_score_estimation.r |
| chapter5_part2__one_to_one_greedy_matching.r |
| chapter5_part3_variable_ratio_greedy_matching.r |
| chapter5_part4_genetic_matching_with_propensity_scores_plus_covariates.r |
| chapter5_part5_genetic_matching_with_propensity_scores_only.r |
| chapter5_part6_optimal_one_to_one_matching.r |
| chapter5_part7_optimal_full_matching.r |
Data for Example of Propensity Score Matching
| chapter5_data_breastfeeding_example.rdata |
| chapter5_data_with_propensity_scores_and_formula.rdata |
Related research:
Leite, W. L. (2015). Latent growth modeling of longitudinal data with propensity score matched groups In Wei Pan, & Haiyan Bai. Propensity Score Analysis: Fundamentals, Developments, and Extensions, (pp. 191-216.) New York: Guilford.
Leite, W. L., Sandbach, R., Jin, R., MacInnes, J., & Jackman, G. A. (2012). An Evaluation of Latent Growth Models for Propensity Score Matched Groups. Structural Equation Modeling. 19, 437–456.
Leite, W. L. (2015). Latent growth modeling of longitudinal data with propensity score matched groups In Wei Pan, & Haiyan Bai. Propensity Score Analysis: Fundamentals, Developments, and Extensions, (pp. 191-216.) New York: Guilford.
Leite, W. L., Sandbach, R., Jin, R., MacInnes, J., & Jackman, G. A. (2012). An Evaluation of Latent Growth Models for Propensity Score Matched Groups. Structural Equation Modeling. 19, 437–456.