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fxTWAPLS: 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.
Getting started
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Package details |
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| Author | Mengmeng Liu [aut] (<https://orcid.org/0000-0001-6250-0148>), Iain Colin Prentice [aut] (<https://orcid.org/0000-0002-1296-6764>), Cajo J. F. ter Braak [aut] (<https://orcid.org/0000-0002-0414-8745>), Sandy P. Harrison [aut] (<https://orcid.org/0000-0001-5687-1903>), Roberto Villegas-Diaz [aut, cre] (<https://orcid.org/0000-0001-5036-8661>), SPECIAL Research Group @ University of Reading [cph] |
| Maintainer | Roberto Villegas-Diaz <r.villegas-diaz@outlook.com> |
| License | GPL-3 |
| Version | 0.1.3 |
| URL | https://github.com/special-uor/fxTWAPLS/ https://special-uor.github.io/fxTWAPLS/ https://research.reading.ac.uk/palaeoclimate/ |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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