plot.gapclosing

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

Logical, defaults to FALSE. If TRUE, returns a list of the 4 plots without printing. Defaults to FALSE, in which case the console will interactively ask the user to hit "return" to proceed through printouts of the four plots, with no plots returned.

return_plots

Logical, defaults to FALSE. If TRUE, returns a list of the 4 plots arranged in a 2x2 table. Useful to visualize all four in one screen.

arranged

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

Produces summary plots for a gapclosing object.

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>.

plot.gapclosing: Plot function for gapclosing objects

Description

Usage

Arguments

Value

References