# Covariate Balancing Propensity Score ## Help Pages

 AsyVar Asymptotic Variance and Confidence Interval Estimation of the ATE balance Optimal Covariate Balance balance.CBPS Calculates the pre- and post-weighting difference in standardized means for covariate within each contrast balance.CBPSContinuous Calculates the pre- and post-weighting correlations between each covariate and the T balance.npCBPS Calls the appropriate balance function based on the number of treatments Blackwell Blackwell Data for Covariate Balancing Propensity Score CBIV Covariate Balancing Propensity Score for Instrumental Variable Estimates (CBIV) CBMSM Covariate Balancing Propensity Score (CBPS) for Marginal Structural Models CBMSM.fit CBMSM.fit CBPS Covariate Balancing Propensity Score (CBPS) Estimation CBPS.fit CBPS.fit determines the proper routine (what kind of treatment) and calls the approporiate function. It also pre- and post-processes the data hdCBPS hdCBPS high dimensional CBPS method to parses the formula object and passes the result to hdCBPS.fit, which calculates ATE using CBPS method in a high dimensional setting. hdCBPS.fit hdCBPS high dimensional CBPS method to parses the formula object and passes the result to hdCBPS.fit, which calculates ATE using CBPS method in a high dimensional setting. LaLonde LaLonde Data for Covariate Balancing Propensity Score npCBPS Non-Parametric Covariate Balancing Propensity Score (npCBPS) Estimation npCBPS.fit npCBPS.fit plot.CBMSM Plotting CBPS Estimation for Marginal Structural Models plot.CBPS Plotting Covariate Balancing Propensity Score Estimation plot.CBPSContinuous Plot the pre-and-post weighting correlations between X and T plot.npCBPS Calls the appropriate plot function, based on the number of treatments print.CBPS Print coefficients and model fit statistics summary.CBPS Summarizing Covariate Balancing Propensity Score Estimation vcov.CBPS Calculate Variance-Covariance Matrix for a Fitted CBPS Object vcov_outcome Calculate Variance-Covariance Matrix for Outcome Model vcov_outcome.CBPSContinuous vcov_outcome