auto_t_test

Performs a t.test on 2 populations for numeric variables.

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

autostats

Auto Stats

auto_t_test function

<dl><dt>data</dt>
<dd>dataframe</dd>
<dt>col</dt>
<dd>a column with 2 categories representing the 2 populations</dd>
<dt>...</dt>
<dd>numeric variables to perform t.test on. Default is to select all numeric variables</dd>
<dt>var_equal</dt>
<dd>default FALSE; t.test parameter</dd>
<dt>abbrv</dt>
<dd>default TRUE; remove some extra columns from output</dd></dl>

Arguments

auto t test — auto_t_test

<dl>

<dt>data</dt>
<dd>dataframe</dd>


<dt>col</dt>
<dd>a column with 2 categories representing the 2 populations</dd>


<dt>...</dt>
<dd>numeric variables to perform t.test on. Default is to select all numeric variables</dd>


<dt>var_equal</dt>
<dd>default FALSE; t.test parameter</dd>


<dt>abbrv</dt>
<dd>default TRUE; remove some extra columns from output</dd>

</dl>

auto_t_test: auto t test

Description

Usage

Value

Arguments

Examples