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fxTWAPLS
View on CRAN: Click
here
Download and install fxTWAPLS package within the R console
Install from CRAN:
install.packages("fxTWAPLS")
Install from Github:
library("remotes")
install_github("cran/fxTWAPLS")
Install by package version:
library("remotes")
install_version("fxTWAPLS", "0.1.3")
Attach the package and use:
library("fxTWAPLS")
Maintained by
Roberto Villegas-Diaz
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-10-13
Latest Update: 2022-11-25
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.
How to cite:
Roberto Villegas-Diaz (2020). fxTWAPLS: An Improved Version of WA-PLS. R package version 0.1.3, https://cran.r-project.org/web/packages/fxTWAPLS. Accessed 21 Nov. 2024.
Previous versions and publish date:
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Other R packages that fxTWAPLS depends,
imports, suggests or enhances
Complete documentation for fxTWAPLS
Functions, R codes and Examples using
the fxTWAPLS R package
Some associated functions: TWAPLS.predict.w . TWAPLS.w . TWAPLS.w2 . WAPLS.predict.w . WAPLS.w . WAPLS.w2 . cv.pr.w . cv.w . fx . fxTWAPLS-package . fx_pspline . get_distance . get_pseudo . pb . plot_residuals . plot_train . rand.t.test.w . sse.sample .
Some associated R codes: fxTWAPLS.R . utils.R . Full fxTWAPLS package functions and examples
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