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fxTWAPLS

An Improved Version of WA-PLS

v0.1.3 · Jun 25, 2024 · GPL-3

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.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies doFuture foreach future geosphere ggplot2 JOPS MASS progressr fxTWAPLS

Version History

new 0.1.3 Mar 10, 2026
updated 0.1.3 ← 0.1.2 diff Jun 24, 2024
updated 0.1.2 ← 0.1.1 diff Nov 24, 2022
updated 0.1.1 ← 0.1.0 diff Jun 6, 2022
updated 0.1.0 ← 0.0.7 diff Jan 16, 2022
updated 0.0.7 ← 0.0.6 diff Aug 31, 2021
updated 0.0.6 ← 0.0.5 diff Apr 23, 2021
updated 0.0.5 ← 0.0.4 diff Jan 28, 2021
updated 0.0.4 ← 0.0.3 diff Nov 9, 2020
updated 0.0.3 ← 0.0.2 diff Oct 26, 2020
new 0.0.2 Oct 12, 2020