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: 0.0.4
Depends: R (≥ 3.6)
Imports: doParallel, foreach, geosphere, ggplot2, MASS, parallel, tictoc
Suggests: scales, testthat
Published: 2020-11-10
Author: Mengmeng Liu 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 reading.ac.uk>
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

Downloads:

Reference manual: fxTWAPLS.pdf
Package source: fxTWAPLS_0.0.4.tar.gz
Windows binaries: r-devel: fxTWAPLS_0.0.4.zip, r-release: fxTWAPLS_0.0.4.zip, r-oldrel: fxTWAPLS_0.0.4.zip
macOS binaries: r-release: fxTWAPLS_0.0.4.tgz, r-oldrel: fxTWAPLS_0.0.4.tgz
Old sources: fxTWAPLS archive

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