plot.perm_test

Produces a histogram of the permutation distribution with a vertical line
indicating the observed statistic.

Provides diagnostic tests for assessing the informativeness of survey weights in regression models. Implements difference-in-coefficients tests (Hausman 1978 <doi:10.2307/1913827>; Pfeffermann 1993 <doi:10.2307/1403631>), weight-association tests (DuMouchel and Duncan 1983 <doi:10.2307/2288185>; Pfeffermann and Sverchkov 1999 <https://www.jstor.org/stable/25051118>; Pfeffermann and Sverchkov 2003 <ISBN:9780470845672>; Wu and Fuller 2005 <https://www.jstor.org/stable/27590461>), estimating equations tests (Pfeffermann and Sverchkov 2003 <ISBN:9780470845672>), and non-parametric permutation tests. Includes simulation utilities replicating Wang et al. (2023 <doi:10.1111/insr.12509>) and extensions.

Corbin Lubianski

svytest

Survey Weight Diagnostic Tests

plot.perm_test function

<dl><dt>x</dt>
<dd>An object of class <code>"perm_test"</code>.</dd>
<dt>bins</dt>
<dd>Number of histogram bins (default 30).</dd>
<dt>col</dt>
<dd>Color for histogram bars (default "lightgray").</dd>
<dt>line_col</dt>
<dd>Color for observed statistic line (default "red").</dd>
<dt>...</dt>
<dd>Additional arguments passed to <code><a href="/link/hist()?package=svytest&version=1.1.0" data-mini-rdoc="svytest::hist()">hist()</a></code>.</dd></dl>

Arguments

Plot method for permutation test objects — plot.perm_test

<dl>

<dt>x</dt>
<dd>An object of class <code>"perm_test"</code>.</dd>


<dt>bins</dt>
<dd>Number of histogram bins (default 30).</dd>


<dt>col</dt>
<dd>Color for histogram bars (default "lightgray").</dd>


<dt>line_col</dt>
<dd>Color for observed statistic line (default "red").</dd>


<dt>...</dt>
<dd>Additional arguments passed to <code><a href='https://rdrr.io/r/graphics/hist.html'>hist()</a></code>.</dd>

</dl>

plot.perm_test: Plot method for permutation test objects

Description

Usage

Value

Arguments