plausible_values

The plausible values range is useful for gauging the magnitude of variation around fixed effects. For more information, see Raudenbush and Bryk (2002, p. 71) and Hoffman (2015, p. 166).

A collection of miscellaneous helper function for running multilevel/mixed models in 'lme4'. This package aims to provide functions to compute common tasks when estimating multilevel models such as computing the intraclass correlation and design effect, centering variables, estimating the proportion of variance explained at each level, pseudo-R squared, random intercept and slope reliabilities, tests for homogeneity of variance at level-1, and cluster robust and bootstrap standard errors. The tests and statistics reported in the package are from Raudenbush & Bryk (2002, ISBN:9780761919049), Hox et al. (2018, ISBN:9781138121362), and Snijders & Bosker (2012, ISBN:9781849202015).

Louis Rocconi

mlmhelpr

Multilevel/Mixed Model Helper Functions

Anthony Schmidt

plausible_values function

<dl><dt>x</dt>
<dd>model produced using the <code><a href="/link/lme4%3A%3Almer()?package=mlmhelpr&version=0.1.1" data-mini-rdoc="mlmhelpr::lme4::lmer()">lme4::lmer()</a></code> function. This is an object of class <code>merMod</code> and subclass <code>lmerMod</code>.</dd>
<dt>pct</dt>
<dd>Percentile for the plausible value range, similar to a confidence interval. Must be specified as a whole number between 1 and 100 (e.g., 99, 95, 80). The 95% value range is used by default.</dd></dl>

Arguments

Plausible Values Range / Random Effect Confidence Intervals — plausible_values

<dl>

<dt>x</dt>
<dd>model produced using the <code><a href='https://rdrr.io/pkg/lme4/man/lmer.html'>lme4::lmer()</a></code> function. This is an object of class <code>merMod</code> and subclass <code>lmerMod</code>.</dd>


<dt>pct</dt>
<dd>Percentile for the plausible value range, similar to a confidence interval. Must be specified as a whole number between 1 and 100 (e.g., 99, 95, 80). The 95% value range is used by default.</dd>

</dl>

plausible_values: Plausible Values Range / Random Effect Confidence Intervals

Description

Usage

Value

Arguments

References

Examples