fxTWAPLS: An Improved Version of WA-PLS

The goal of this package is to provide an improved version of WA-PLS (Weighted Averaging Partial Least Squares) by including the tolerances of taxa and the frequency of the sampled climate variable. This package also provides a way of leave-out cross-validation that removes both the test site and sites that are both geographically close and climatically close for each cycle, to avoid the risk of pseudo-replication.

Package details

AuthorMengmeng Liu [aut] (<https://orcid.org/0000-0001-6250-0148>), Iain Colin Prentice [aut] (<https://orcid.org/0000-0002-1296-6764>), Cajo J. F. ter Braak [aut] (<https://orcid.org/0000-0002-0414-8745>), Sandy P. Harrison [aut] (<https://orcid.org/0000-0001-5687-1903>), Roberto Villegas-Diaz [aut, cre] (<https://orcid.org/0000-0001-5036-8661>), SPECIAL Research Group @ University of Reading [cph]
MaintainerRoberto Villegas-Diaz <r.villegas-diaz@reading.ac.uk>
LicenseGPL-3
Version0.0.7
URL https://github.com/special-uor/fxTWAPLS/ https://special-uor.github.io/fxTWAPLS/ https://research.reading.ac.uk/palaeoclimate/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("fxTWAPLS")

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fxTWAPLS documentation built on Sept. 5, 2021, 5:29 p.m.