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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 
[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.
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.