check_heterogeneity

<code>check_heterogeneity()</code> checks if model predictors or variables may
cause a heterogeneity bias, i.e. if variables have a within- and/or
between-effect.

Utilities for processing the parameters of various
statistical models. Beyond computing p values, CIs, and other indices
for a wide variety of models (see list of supported models using the
function 'insight::supported_models()'), this package implements
features like bootstrapping or simulating of parameters and models,
feature reduction (feature extraction and variable selection) as well
as functions to describe data and variable characteristics (e.g.
skewness, kurtosis, smoothness or distribution).

Daniel Lüdecke

parameters

Processing of Model Parameters

Dominique Makowski

Mattan S. Ben-Shachar

Indrajeet Patil

Søren Højsgaard

Brenton M. Wiernik

Zen J. Lau

Vincent Arel-Bundock

Jeffrey Girard

Christina Maimone

Niels Ohlsen

Douglas Ezra Morrison

Joseph Luchman

check_heterogeneity function

<dl><dt>x</dt>
<dd>A data frame or a mixed model object.</dd>
<dt>select</dt>
<dd>Character vector (or formula) with names of variables to select
that should be checked. If <code>x</code> is a mixed model object, this argument
will be ignored.</dd>
<dt>group</dt>
<dd>Character vector (or formula) with the name of the variable that
indicates the group- or cluster-ID. If <code>x</code> is a model object, this
argument will be ignored.</dd></dl>

Arguments

Check model predictor for heterogeneity bias — check_heterogeneity

<dl>

<dt>x</dt>
<dd>A data frame or a mixed model object.</dd>


<dt>select</dt>
<dd>Character vector (or formula) with names of variables to select
that should be checked. If <code>x</code> is a mixed model object, this argument
will be ignored.</dd>


<dt>group</dt>
<dd>Character vector (or formula) with the name of the variable that
indicates the group- or cluster-ID. If <code>x</code> is a model object, this
argument will be ignored.</dd>

</dl>

Check model predictor for heterogeneity bias

check_heterogeneity: Check model predictor for heterogeneity bias

Description

Usage

Arguments

See Also