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.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("fxTWAPLS")

0.0.5 by Roberto Villegas-Diaz, 2 months 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] , 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]


Documentation:   PDF Manual  


GPL-3 license


Imports doFuture, foreach, future, geosphere, ggplot2, MASS, parallel, progress, progressr

Suggests magrittr, scales, testthat, tictoc


See at CRAN