CBPS: summary.CBPS – R documentation

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summary.CBPS

Summarizing Covariate Balancing Propensity Score Estimation

Prints a summary of a fitted CBPS object.

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

`object`	an object of class “CBPS”, usually, a result of a call to CBPS.
`...`	Additional arguments to be passed to summary.

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.

`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.

Christian Fong, Marc Ratkovic, and Kosuke Imai.