SKS.stat

Shifted kolmogorov-smirnov statistic. Calculate KS distance between Y0 and Y1
shifted by sample tau.

Implements methods developed by Ding, Feller, and Miratrix (2016) <doi:10.1111/rssb.12124> <arXiv:1412.5000>,
and Ding, Feller, and Miratrix (2018) <doi:10.1080/01621459.2017.1407322> <arXiv:1605.06566>
for testing whether there is unexplained variation in treatment effects across observations, and for characterizing
the extent of the explained and unexplained variation in treatment effects. The package includes wrapper functions
implementing the proposed methods, as well as helper functions for analyzing and visualizing the results of the test.

Ben Fifield

hettx

Fisherian and Neymanian Methods for Detecting and Measuring
Treatment Effect Variation

Peng Ding

Avi Feller

Luke Miratrix

SKS.stat function

<dl><dt>Y</dt>
<dd>Observed outcome vector</dd>
<dt>Z</dt>
<dd>Treatment assigment vector</dd></dl>

Arguments

SKS.stat — SKS.stat

<dl>

<dt>Y</dt>
<dd>Observed outcome vector</dd>


<dt>Z</dt>
<dd>Treatment assigment vector</dd>

</dl>

SKS.stat: SKS.stat

Description

Usage

Value

Arguments

See Also

Examples