find_test_stat

Finds observed test statistic using treatment and control outcomes

Randomization-Based Inference for customized experiments.
Computes Fisher-Exact P-Values alongside null randomization
distributions. Retrieves counternull sets and generates counternull
distributions. Computes Fisher Intervals and Fisher-Adjusted P-Values.
Package includes visualization of randomization distributions and Fisher
Intervals. Users can input custom test statistics and their own methods for
randomization.
Rosenthal and Rubin (1994) <doi:10.1111/j.1467-9280.1994.tb00281.x>.

Mabene Yasmine

Counternull

Randomization-Based Inference

Bind Marie

Harvard University 

find_test_stat function

<dl><dt>y</dt>
<dd>Vector of observed outcomes</dd>
<dt>w</dt>
<dd>Vector indicating treatment assignments</dd>
<dt>test_stat</dt>
<dd>Name of built in test statistic function. Provide
"diffmeans" for difference of means, "t" for t test, "paired-t" for paired
t test, and "cohens-d" for cohen's d test (optional)</dd>
<dt>fun</dt>
<dd>Test statistic function (optional)</dd></dl>

Arguments

Calculate Observed Test Statistic — find_test_stat

<dl>

<dt>y</dt>
<dd>Vector of observed outcomes</dd>


<dt>w</dt>
<dd>Vector indicating treatment assignments</dd>


<dt>test_stat</dt>
<dd>Name of built in test statistic function. Provide
"diffmeans" for difference of means, "t" for t test, "paired-t" for paired
t test, and "cohens-d" for cohen's d test (optional)</dd>


<dt>fun</dt>
<dd>Test statistic function (optional)</dd>

</dl>

find_test_stat: Calculate Observed Test Statistic

Description

Usage

Value

Arguments

Details

Examples