fxTWAPLS-package {fxTWAPLS}R Documentation

fxTWAPLS: An Improved Version of WA-PLS

Description

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.

Author(s)

Maintainer: Roberto Villegas-Diaz r.villegas-diaz@outlook.com (ORCID)

Authors:

Other contributors:

See Also

Useful links:


[Package fxTWAPLS version 0.1.3 Index]