cap_outliers

Caps the outliers of a numeric vector by percentiles. Also outputs a plot of the capped distribution

Automatically do statistical exploration. Create formulas using 'tidyselect' syntax, and then determine cross-validated model accuracy and variable contributions using 'glm' and 'xgboost'. Contains additional helper functions to create and modify formulas. Has a flagship function to quickly determine relationships between categorical and continuous variables in the data set.

Harrison Tietze

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cap_outliers function

<dl><dt>x</dt>
<dd>numeric vector</dd>
<dt>q</dt>
<dd>decimal input to the quantile function to set cap. default .05 caps at the 95 and 5th percentile</dd>
<dt>type</dt>
<dd>chr vector. where to cap: both, upper, or lower</dd></dl>

Arguments

cap_outliers — cap_outliers

<dl>

<dt>x</dt>
<dd>numeric vector</dd>


<dt>q</dt>
<dd>decimal input to the quantile function to set cap. default .05 caps at the 95 and 5th percentile</dd>


<dt>type</dt>
<dd>chr vector. where to cap: both, upper, or lower</dd>

</dl>

cap_outliers: cap_outliers

Description

Usage

Value

Arguments

Examples