bootstrap

This function will bootstrap the data (once) and return a new unevaluated psychonetrics object. It requres <code>storedata = TRUE</code> to be used when forming a model.

Multi-group (dynamical) structural equation models in combination with confirmatory network models from cross-sectional, time-series and panel data <doi:10.31234/osf.io/8ha93>. Allows for confirmatory testing and fit as well as exploratory model search.

Sacha Epskamp

psychonetrics

Structural Equation Modeling and Confirmatory Network Analysis

bootstrap function

<dl> <dt>x</dt>
<dd>A <code>psychonetrics</code> model.</dd> <dt>replacement</dt>
<dd>Logical, should new samples be drawn with replacement?</dd> <dt>proportion</dt>
<dd>Proportion of sample to be drawn. Set to lower than $1$ for subsampling.</dd> <dt>verbose</dt>
<dd>Logical, should messages be printed?</dd> <dt>storedata</dt>
<dd>Logical, should the bootstrapped data also be stored?</dd> <dt>baseline_saturated</dt>
<dd>Logical, should the baseline and saturated models be included?</dd></dl>

Arguments

Author

Bootstrap a psychonetrics model — bootstrap

<dl>

 <dt>x</dt>
<dd>A <code>psychonetrics</code> model.</dd>

 <dt>replacement</dt>
<dd>Logical, should new samples be drawn with replacement?</dd>

 <dt>proportion</dt>
<dd>Proportion of sample to be drawn. Set to lower than $1$ for subsampling.</dd>

 <dt>verbose</dt>
<dd>Logical, should messages be printed?</dd>

 <dt>storedata</dt>
<dd>Logical, should the bootstrapped data also be stored?</dd>

 <dt>baseline_saturated</dt>
<dd>Logical, should the baseline and saturated models be included?</dd>

</dl>

bootstrap: Bootstrap a psychonetrics model

Description

Usage

Value

Arguments

Author