summary.standardized_mean_differences {OutcomeWeights} | R Documentation |
summary
method for class standardized_mean_differences
Description
Calls a C++ function to quickly summarize potentially many standardized mean differences.
Usage
## S3 method for class 'standardized_mean_differences'
summary(object, ...)
Arguments
object |
Object of class |
... |
further arguments passed to summary method. |
Value
3D-array of dimension
c("Maximum absolute SMD","Mean absolute SMD","Median absolute SMD", / % of absolute SMD > 20", "# / % of absolute SMD > 10","# / % of absolute SMD > 5") x
c("Balancing","Targeting") x
number of weight vectors for which balancing should be checked
References
Rosenbaum, P. R., & Rubin, D. B. (1984). Reducing bias in observational studies using subclassification on the propensity score. Journal of the American Statistical Association, 79 (387), 516–524.
[Package OutcomeWeights version 0.1.1 Index]