OmicsPLS: Perform Two-Way Orthogonal Partial Least Squares
Version 1.0.3

Performs the O2PLS data integration method for two datasets yielding joint and data-specific parts for each dataset. The algorithm automatically switches to a memory-efficient approach to fit O2PLS to high dimensional data. It provides a rigorous and a faster alternative cross-validation method to select the number of components, as well as functions to report proportions of explained variation and to construct plots of the results. See Trygg and Wold (2003) and el Bouhaddani et al (2016) .

Package details

AuthorSaid el Bouhaddani, Jeanine Houwing-Duistermaat, Geurt Jongbloed, Szymon Kielbasa and Hae-Won Uh
Date of publication2017-08-07 23:29:19 UTC
MaintainerSaid el Bouhaddani <[email protected]>
LicenseGPL-3
Version1.0.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("OmicsPLS")

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OmicsPLS documentation built on Aug. 8, 2017, 1:01 a.m.