Covariate Balancing Propensity Score

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Documentation for package ‘CBPS’ version 0.23

• 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