Last data update: 2014.03.03
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R: Summarizing Covariate Balancing Propensity Score Estimation
summary.CBPS | R Documentation |
Summarizing Covariate Balancing Propensity Score Estimation
Description
Prints a summary of a fitted CBPS object.
Usage
## S3 method for class 'CBPS'
summary(object,...)
Arguments
object |
an object of class “CBPS”, usually, a result of a call to CBPS.
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... |
Additional arguments to be passed to summary.
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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.
Value
call |
The matched call.
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deviance.residuals |
The five number summary and the mean of the deviance residuals.
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coefficients |
A table including the estimate for the each coefficient and the standard error, z-value, and two-sided p-value for these estimates.
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J |
Hansen's J-Statistic for the fitted model.
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Log-Likelihood |
The log-likelihood of the fitted model.
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Author(s)
Christian Fong, Marc Ratkovic, and Kosuke Imai.
See Also
CBPS, summary
Results
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