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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

Documentation:

Reference manual: fxTWAPLS.pdf

Downloads:

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

Linking:

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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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