Overview
The goal of this package is to provide an improved version of WA-PLS 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.
Installation
You can install the released version of fxTWAPLS from CRAN with:
install.packages("fxTWAPLS")
And the development version from GitHub with:
install.packages("remotes") remotes::install_github("special-uor/fxTWAPLS")
Publications
- Liu Mengmeng, Prentice Iain Colin, ter Braak Cajo J. F., Harrison Sandy P.. An improved statistical approach for reconstructing past climates from biotic assemblages. Proc. R. Soc. A. 2020 (submitted) -
fxTWAPLS v0.0.2
install.packages("remotes") remotes::install_github("special-uor/fxTWAPLS@v0.0.2")
