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.

Version: 0.1.3
Depends: R (≥ 3.6)
Imports: doFuture, foreach, future, geosphere, ggplot2, JOPS, MASS, parallel, progressr
Suggests: magrittr, progress, scales, tictoc
Published: 2024-06-25
DOI: 10.32614/CRAN.package.fxTWAPLS
Author: Mengmeng Liu ORCID iD [aut], Iain Colin Prentice ORCID iD [aut], Cajo J. F. ter Braak ORCID iD [aut], Sandy P. Harrison ORCID iD [aut], Roberto Villegas-Diaz ORCID iD [aut, cre], SPECIAL Research Group @ University of Reading [cph]
Maintainer: Roberto Villegas-Diaz <r.villegas-diaz at outlook.com>
BugReports: https://github.com/special-uor/fxTWAPLS/issues/
License: GPL-3
URL: https://github.com/special-uor/fxTWAPLS/, https://special-uor.github.io/fxTWAPLS/, https://research.reading.ac.uk/palaeoclimate/
NeedsCompilation: no
Language: en-GB
Citation: fxTWAPLS citation info
Materials: README NEWS
CRAN checks: fxTWAPLS results


Reference manual: fxTWAPLS.pdf


Package source: fxTWAPLS_0.1.3.tar.gz
Windows binaries: r-devel: fxTWAPLS_0.1.3.zip, r-release: fxTWAPLS_0.1.3.zip, r-oldrel: fxTWAPLS_0.1.3.zip
macOS binaries: r-release (arm64): fxTWAPLS_0.1.3.tgz, r-oldrel (arm64): fxTWAPLS_0.1.3.tgz, r-release (x86_64): fxTWAPLS_0.1.3.tgz, r-oldrel (x86_64): fxTWAPLS_0.1.3.tgz
Old sources: fxTWAPLS archive


Please use the canonical form https://CRAN.R-project.org/package=fxTWAPLS to link to this page.