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 [aut], Iain Colin Prentice [aut], Cajo J. F. ter Braak [aut], Sandy P. Harrison [aut], Roberto Villegas-Diaz [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: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=fxTWAPLS to link to this page.
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