plot.robust2sls

Plot method for objects of <a href="/link/class?package=robust2sls&version=0.2.2" data-mini-rdoc="robust2sls::class">class</a> <code>"robust2sls"</code>. Plots the
standardised residuals of non-missing observations for a given iteration of
the outlier-detection algorithm and distinguishes whether an observation is
classified as an outlier by colour.

An implementation of easy tools for outlier robust inference in
two-stage least squares (2SLS) models. The user specifies a reference
distribution against which observations are classified as outliers or not.
After removing the outliers, adjusted standard errors are automatically
provided. Furthermore, several statistical tests for the false outlier
detection rate can be calculated. The outlier removing algorithm can be
iterated a fixed number of times or until the procedure converges. The
algorithms and robust inference are described in more detail in Jiao (2019)
<https://drive.google.com/file/d/1qPxDJnLlzLqdk94X9wwVASptf1MPpI2w/view>.

Jonas Kurle

robust2sls

Outlier Robust Two-Stage Least Squares Inference and Testing

plot.robust2sls function

<dl><dt>x</dt>
<dd>An object of <a href="/link/class?package=robust2sls&version=0.2.2" data-mini-rdoc="robust2sls::class">class</a> <code>"robust2sls"</code>.</dd>
<dt>iteration</dt>
<dd>Either <code>NULL</code> (default) or an integer specifying the
iteration that should be plotted. The default uses the final model.</dd>
<dt>...</dt>
<dd>Arguments to be passed to methods, see <a href="/link/plot?package=robust2sls&version=0.2.2" data-mini-rdoc="robust2sls::plot">plot</a>.</dd></dl>

Arguments

Plot method for objects of <a href='https://rdrr.io/r/base/class.html'>class</a> <code>"robust2sls"</code>. Plots the
standardised residuals of non-missing observations for a given iteration of
the outlier-detection algorithm and distinguishes whether an observation is
classified as an outlier by colour.

Plotting of standardised residuals and outliers — plot.robust2sls

<dl>

<dt>x</dt>
<dd>An object of <a href='https://rdrr.io/r/base/class.html'>class</a> <code>"robust2sls"</code>.</dd>


<dt>iteration</dt>
<dd>Either <code>NULL</code> (default) or an integer specifying the
iteration that should be plotted. The default uses the final model.</dd>


<dt>...</dt>
<dd>Arguments to be passed to methods, see <a href='https://rdrr.io/r/base/plot.html'>plot</a>.</dd>

</dl>

plot.robust2sls: Plotting of standardised residuals and outliers

Description

Usage

Value

Arguments