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 
[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:
| 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-devel (arm64): fxTWAPLS_0.1.3.tgz, r-release (arm64): fxTWAPLS_0.1.3.tgz, r-oldrel (arm64): fxTWAPLS_0.1.3.tgz, r-devel (x86_64): 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:
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