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 |