importance.lm

Linear Model variable importance plot

Draws tornado plots for model sensitivity to univariate changes.  Implements methods for many modeling methods including linear models, generalized linear models, survival regression models, and arbitrary machine learning models in the caret package.  Also draws variable importance plots.

Rob Carnell

tornado

Plots for Model Sensitivity and Variable Importance

importance.lm function

<dl><dt>model_final</dt>
<dd>a model object</dd>
<dt>model_null</dt>
<dd>a <code>lm</code> object for the null model</dd>
<dt>dict</dt>
<dd>a dictionary to translate the model variables to plotting variables</dd>
<dt>...</dt>
<dd>arguments passed to other methods</dd></dl>

Arguments

Linear Model variable importance plot — importance.lm

<dl>

<dt>model_final</dt>
<dd>a model object</dd>


<dt>model_null</dt>
<dd>a <code>lm</code> object for the null model</dd>


<dt>dict</dt>
<dd>a dictionary to translate the model variables to plotting variables</dd>


<dt>...</dt>
<dd>arguments passed to other methods</dd>

</dl>

importance.lm: Linear Model variable importance plot

Description

Usage

Value

Arguments

See Also

Examples