.summary.ID

Summarize a Variable in a Long Dataset by ID

internal

Effect sizes, diagnostics and performance metrics for
multilevel and mixed effects models.
Includes marginal and conditional 'R2' estimates for linear mixed effects models
based on Johnson (2014) <doi:10.1111/2041-210X.12225>.

Joshua F Wiley

multilevelTools

Multilevel and Mixed Effects Model Diagnostics and Effect Sizes

Joshua F. Wiley

.summary.ID function

<dl><dt>data</dt>
<dd>A data.table object, long format</dd>
<dt>var</dt>
<dd>A character string, the name of the variable to summarize</dd>
<dt>idvar</dt>
<dd>A character string, the name of the grouping variable</dd>
<dt>CI</dt>
<dd>A numeric value, the confidence interval to use. Default is .95.</dd>
<dt>robust</dt>
<dd>A logical. Default is <code>FALSE</code>.
If <code>TRUE</code>, the function will use the median as the estimate.
If <code>FALSE</code>, the function will use the mean as the estimate.</dd></dl>

Arguments

Summarize a Variable in a Long Dataset by ID — .summary.ID

<dl>

<dt>data</dt>
<dd>A data.table object, long format</dd>


<dt>var</dt>
<dd>A character string, the name of the variable to summarize</dd>


<dt>idvar</dt>
<dd>A character string, the name of the grouping variable</dd>


<dt>CI</dt>
<dd>A numeric value, the confidence interval to use. Default is .95.</dd>


<dt>robust</dt>
<dd>A logical. Default is <code>FALSE</code>.
If <code>TRUE</code>, the function will use the median as the estimate.
If <code>FALSE</code>, the function will use the mean as the estimate.</dd>

</dl>

.summary.ID: Summarize a Variable in a Long Dataset by ID

Description

Usage

Value

Arguments