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] (<https://orcid.org/0000-0001-6250-0148>),
Iain Colin Prentice
[aut]
(<https://orcid.org/0000-0002-1296-6764>),
Cajo J. F. ter Braak
[aut]
(<https://orcid.org/0000-0002-0414-8745>),
Sandy P. Harrison
[aut] (<https://orcid.org/0000-0001-5687-1903>),
Roberto Villegas-Diaz
[aut, cre]
(<https://orcid.org/0000-0001-5036-8661>),
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 |