CALF: Coarse Approximation Linear Function

Forward selection linear regression greedy algorithm where selection is driven by optimization of Welch t-test p-value or AUC (binary dependent vector), or Pearson correlation (nonbinary). Functions now enabled include data outputs for permutation tests of several types plus cross-validation features. Please see preprint at <https://www.biorxiv.org/content/10.1101/2020.03.27.011700v1> or <doi:10.1101/2020.03.27.011700>.

Package details

AuthorStephanie Lane [aut, cre], John Ford [aut], Clark Jeffries [aut], Diana Perkins [aut]
MaintainerJohn Ford <JoRuFo@gmail.com>
LicenseGPL-2
Version1.0.15
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CALF")

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CALF documentation built on July 2, 2020, 3:15 a.m.