residual

This function create a residual for each observed value and also generates a residual
distribution

At Novartis, we aimed at standardizing the set of diagnostic plots used for modeling
activities in order to reduce the overall effort required for generating such plots.
For this, we developed a guidance that proposes an adequate set of diagnostics and a toolbox,
called 'ggPMX' to execute them. 'ggPMX' is a toolbox that can generate all diagnostic plots at a quality sufficient
for publication and submissions using few lines of code. This package focuses on plots recommended by ISoP
<doi:10.1002/psp4.12161>. While not required, you can get/install the 'R' 'lixoftConnectors'
package in the 'Monolix' installation, as described at the following url
<https://monolix.lixoft.com/monolix-api/lixoftconnectors_installation/>.
When 'lixoftConnectors' is available, 'R' can use 'Monolix' directly to create the required
Chart Data instead of exporting it from the 'Monolix' gui.

Matthew Fidler

ggPMX

'ggplot2' Based Tool to Facilitate Diagnostic Plots for NLME
Models

residual function

<dl><dt>x</dt>
<dd>x axis aesthetics</dd>
<dt>y</dt>
<dd>y axis aesthetics</dd>
<dt>labels</dt>
<dd>list that contain title,subtitle, axis labels</dd>
<dt>point</dt>
<dd>geom point graphical parameters</dd>
<dt>is.hline</dt>
<dd>logical if TRUE add horizontal line y=0 ( TRUE by default)</dd>
<dt>hline</dt>
<dd>geom hline graphical parameters</dd>
<dt>dname</dt>
<dd>name of dataset to be used</dd>
<dt>facets</dt>
<dd><code>list</code> wrap facetting in case of strat.facet</dd>
<dt>bloq</dt>
<dd><code>pmxBLOQ</code> object created by <code>pmx_bloq</code></dd>
<dt>square_plot</dt>
<dd>square dv_pred plot (TRUE by default)</dd>
<dt>...</dt>
<dd>others graphics arguments passed to <code>pmx_gpar</code> internal object.</dd></dl>

Arguments

This function create a residual for each observed value and also generates a residual
distribution — residual

<dl>

<dt>x</dt>
<dd>x axis aesthetics</dd>


<dt>y</dt>
<dd>y axis aesthetics</dd>


<dt>labels</dt>
<dd>list that contain title,subtitle, axis labels</dd>


<dt>point</dt>
<dd>geom point graphical parameters</dd>


<dt>is.hline</dt>
<dd>logical if TRUE add horizontal line y=0 ( TRUE by default)</dd>


<dt>hline</dt>
<dd>geom hline graphical parameters</dd>


<dt>dname</dt>
<dd>name of dataset to be used</dd>


<dt>facets</dt>
<dd><code>list</code> wrap facetting in case of strat.facet</dd>


<dt>bloq</dt>
<dd><code>pmxBLOQ</code> object created by <code>pmx_bloq</code></dd>


<dt>square_plot</dt>
<dd>square dv_pred plot (TRUE by default)</dd>


<dt>...</dt>
<dd>others graphics arguments passed to <code>pmx_gpar</code> internal object.</dd>

</dl>

residual: This function create a residual for each observed value and also generates a residual distribution

Description

Usage

Value

Arguments

Details

See Also