Packaged: 2022-06-10 21:16:55 UTC; jeremybeaulieu

Title: Significance Testing of Rank Cross-Correlations under SRD
Authors@R: c(person("David", "Lun", role=c("aut", "cre"), email="lun@hydro.tuwien.ac.at"),
Description: Significance test of Spearman's Rho or Kendall's Tau
between short-range dependent random variables.

Title: Robust Tests for Equal Correlation
Description: 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).

Author: Danyang Yu, Weiliang Qiu, Zeyu Zhang, Kimberly Glass, Jessica Su, Dawn L. DeMeo, Kelan Tantisira, Scott T. Weiss
Description: There are 6 novel robust tests for equal correlation. They are all based on logistic regressions. U are proportion to different types of correlation in  6 methods. 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).

Description: There are 6 novel robust tests for equal correlation. They are all based on logistic regressions. U are proportion to different types of correlation in  6 methods. 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 to characterize the interactions among microRNAs published in Scientific Reports.