Practical Propensity Score Methods Using R
  • Home
  • About the Author
  • Contact
  • Overview of Propensity Score Analysis
  • Propensity Score Estimation
  • Propensity Score Weighting
  • Propensity Score Stratification
  • Propensity Score Matching
  • Propensity Score Methods for Multiple Treatments
  • Propensity Score Methods for Continuous Treatment Doses
  • Propensity Score Analysis With Structural Equation Models
  • Weighting Methods for Time-Varying Treatments
  • Propensity Score Methods With Multilevel Data
  • Home
  • About the Author
  • Contact
  • Overview of Propensity Score Analysis
  • Propensity Score Estimation
  • Propensity Score Weighting
  • Propensity Score Stratification
  • Propensity Score Matching
  • Propensity Score Methods for Multiple Treatments
  • Propensity Score Methods for Continuous Treatment Doses
  • Propensity Score Analysis With Structural Equation Models
  • Weighting Methods for Time-Varying Treatments
  • Propensity Score Methods With Multilevel Data
Practical Propensity Score Methods Using R

Chapter 6 Propensity Score Methods for Multiple Treatments

R code for propensity score analysis with multiple treatments
chapter6_part_1_estimate_generalized_propensity_score_for_multiple_treatment_versions.r
File Size: 10 kb
File Type: r
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chapter6_part_2_obtain_iptw_and_check_balance_pairwise.r
File Size: 4 kb
File Type: r
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chapter6_part_3_obtain_iptw_and_check_balance_with_twang_package.r
File Size: 2 kb
File Type: r
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chapter6_part_4_obtain_mmws_and_check_balance.r
File Size: 5 kb
File Type: r
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chapter6_part_5_estimate_the_average_treatment_effect_of_multiple_treatment_versions.r
File Size: 2 kb
File Type: r
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Data for example propensity score analysis with multiple treatments
chapter6_example_sass_tfs_data_imputed.rdata
File Size: 381 kb
File Type: rdata
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chapter6_generalized_propensity_score_estimation_results.rdata
File Size: 68595 kb
File Type: rdata
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chapter6_dataset_with_mmws_weights.rdata
File Size: 433 kb
File Type: rdata
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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 
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