fxTWAPLS-package: fxTWAPLS: An Improved Version of WA-PLS

In special-uor/fxTWAPLS: An Improved Version of WA-PLS

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 [e-mail] (ORCID)

Authors:

• Mengmeng Liu [e-mail] (ORCID)

• Iain Colin Prentice [e-mail] (ORCID)

• Cajo J. F. ter Braak [e-mail] (ORCID)

• Sandy P. Harrison [e-mail] (ORCID)

Other contributors:

• SPECIAL Research Group @ University of Reading [copyright holder]

See Also

Useful links:

• https://github.com/special-uor/fxTWAPLS/

• https://special-uor.github.io/fxTWAPLS/

• https://research.reading.ac.uk/palaeoclimate/

• Report bugs at https://github.com/special-uor/fxTWAPLS/issues/

special-uor/fxTWAPLS documentation built on June 30, 2024, 1:58 p.m.