R: Covariate Balancing Propensity Score

# Covariate Balancing Propensity Score

## Documentation for package ‘CBPS’ version 0.24

- DESCRIPTION file

## 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