corTest: Robust Tests for Equal Correlation

There are 6 novel robust tests for equal correlation. They are all based on logistic regressions. The difference between 6 methods is the difference of U which are proportion to different types of correlation. The ST1() is based on Pearson correlation. ST2() improved ST1() by using median absolute deviation. ST3() utilized type M correlation and ST4() used Spearman correlation. ST5() and ST6() used two different ways to combine ST3() and ST4(). We highly recommend ST5() according to the passage New Statistical Methods for Constructing Robust Differential Correlation Networks (expected to be public).

Getting started

Package details

AuthorDanyang Yu, Weiliang Qiu
MaintainerDanyang Yu <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the corTest package in your browser

Any scripts or data that you put into this service are public.

corTest documentation built on June 15, 2018, 1:05 a.m.