summary.CBPSlogit: Summarizing Covariate Balancing Propensity Score for Logistic Regression
Description
Prints a summary of a fitted CBPSlogit object.
Usage
## S3 method for class 'CBPSlogit':
summary(object,...)
Arguments
object
an object of class CBPSlogit, usually, a result of a call to CBPSlogit.
...
Additional arguments to be passed to summary.
Value
callThe matched call.
deviance.residualsThe five number summary and the mean of the deviance residuals.
coefficientsA table including the estimate for the each coefficient and the standard error, z-value, and two-sided p-value for these estimates.
JHansen's J-Statistic for the fitted model.
Details
Prints a summmary of a CBPSlogit object, in a format similar to glm. The variance matrix is calculated from the numerical Hessian at convergence of CBPSlogit.