CBPS

swMATH17528CRANCBPSMaRDI QIDQ29386

Covariate Balancing Propensity Score

Marc Ratkovic, Christian Fong, Kosuke Imai

Last update: 18 January 2022

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 0.23

Source code repository: https://github.com/cran/CBPS

Cites work

• Covariate Balancing Propensity Score
• Optimal Covariate Balancing Conditions in Propensity Score Estimation
• Robust Estimation of Inverse Probability Weights for Marginal Structural Models
• Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisements
• Robust estimation of causal effects via a high-dimensional covariate balancing propensity score

Described by source

• Covariate balancing propensity score for a continuous treatment: application to the efficacy of political advertisements

Related Items (8)

causal.decomp ⋮ causalOT ⋮ PanelMatch ⋮ CERFIT ⋮ mvGPS ⋮ Identification and sensitivity analysis for average causal mediation effects with time-varying treatments and mediators: investigating the underlying mechanisms of kindergarten retention policy ⋮ Robust Estimation of Inverse Probability Weights for Marginal Structural Models ⋮ Robust estimation of causal effects via a high-dimensional covariate balancing propensity score

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