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CBPS (version 0.23)

summary.CBPS: Summarizing Covariate Balancing Propensity Score Estimation

Description

Prints a summary of a fitted CBPS object.

Usage

# S3 method for CBPS
summary(object, ...)

Arguments

object

an object of class “CBPS”, usually, a result of a call to CBPS.

...

Additional arguments to be passed to summary.

Value

call

The matched call.

deviance.residuals

The five number summary and the mean of the deviance residuals.

coefficients

A table including the estimate for the each coefficient and the standard error, z-value, and two-sided p-value for these estimates.

J

Hansen's J-Statistic for the fitted model.

Log-Likelihood

The log-likelihood of the fitted model.

Details

Prints a summmary of a CBPS object, in a format similar to glm. The variance matrix is calculated from the numerical Hessian at convergence of CBPS.

See Also

CBPS, summary