summary.gapclosing

An object of class <code>gapclosing</code>, which results from a call to the function <code>gapclosing</code>

object

Other arguments to <code>summary</code> commands

Summarizes the S3 class object returned by the gapclosing function

Provides functions to estimate the disparities across categories (e.g. Black and white) that persists if a treatment variable (e.g. college) is equalized. Makes estimates by treatment modeling, outcome modeling, and doubly-robust augmented inverse probability weighting estimation, with standard errors calculated by a nonparametric bootstrap. Cross-fitting is supported. Survey weights are supported for point estimation but not for standard error estimation; those applying this package with complex survey samples should consult the data distributor to select an appropriate approach for standard error construction, which may involve calling the functions repeatedly for many sets of replicate weights provided by the data distributor. The methods in this package are described in Lundberg (2021) <doi:10.31235/osf.io/gx4y3>.

summary.gapclosing: Summary function for gapclosing objects

Description

Usage

Arguments

Value

References