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.


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install.packages("fxTWAPLS")

0.0.2 by Roberto Villegas-Diaz, 10 days ago


https://github.com/special-uor/fxTWAPLS, https://special-uor.github.io/fxTWAPLS/, https://research.reading.ac.uk/palaeoclimate/


Report a bug at https://github.com/special-uor/fxTWAPLS/issues


Browse source code at https://github.com/cran/fxTWAPLS


Authors: Mengmeng Liu [aut] , Roberto Villegas-Diaz [aut, cre] , SPECIAL Research Group @ University of Reading [cph]


Documentation:   PDF Manual  


GPL-3 license


Imports doParallel, foreach, geosphere, ggplot2, MASS, matrixStats, parallel, tictoc

Suggests badger, hexSticker, knitr, kableExtra, pkgdown, rmarkdown, scales, testthat


See at CRAN