tukey_outlier

Retrieves the bottom and top boundaries to flag outliers or extreme values, according to the Tukey's test. More info at <a href="https://en.wikipedia.org/wiki/Outlier#Tukey.27s_test">https://en.wikipedia.org/wiki/Outlier#Tukey.27s_test</a>
This function is used in 'prep_outliers' function. All `NA`s values are automatically excluded. More information at: <a href="https://livebook.datascienceheroes.com/data-preparation.html#how_to_deal_with_outliers_in_r">https://livebook.datascienceheroes.com/data-preparation.html#how_to_deal_with_outliers_in_r</a>.

Around 10% of almost any predictive modeling project is spent in predictive modeling, 'funModeling' and the book Data Science Live Book (<https://livebook.datascienceheroes.com/>) are intended to cover remaining 90%: data preparation, profiling, selecting best variables 'dataViz', assessing model performance and other functions.

Pablo Casas

funModeling

Exploratory Data Analysis and Data Preparation Tool-Box

tukey_outlier function

<dl><dt>input</dt>
<dd>Numeric variable vector</dd></dl>

Arguments

Retrieves the bottom and top boundaries to flag outliers or extreme values, according to the Tukey's test. More info at <a href='https://en.wikipedia.org/wiki/Outlier#Tukey.27s_test'>https://en.wikipedia.org/wiki/Outlier#Tukey.27s_test</a>
This function is used in 'prep_outliers' function. All `NA`s values are automatically excluded. More information at: <a href='https://livebook.datascienceheroes.com/data-preparation.html#how_to_deal_with_outliers_in_r'>https://livebook.datascienceheroes.com/data-preparation.html#how_to_deal_with_outliers_in_r</a>.

Tukey Outlier Threshold — tukey_outlier

<dl>

<dt>input</dt>
<dd>Numeric variable vector</dd>

</dl>

tukey_outlier: Tukey Outlier Threshold

Description

Usage

Value

Arguments

Examples