An Improved Version of WA-PLS

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Documentation for package ‘fxTWAPLS’ version 0.0.6

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cv.pr.w Pseudo-removed leave-out cross-validation
cv.w Leave-one-out cross-validation
fx Get frequency of the climate value
get_distance Get the distance between points
get_pseudo Get geographically and climatically close sites
pb Show progress bar
plot_residuals Plot the residuals
plot_train Plot the training results
rand.t.test.w Random t-test
sse.sample Calculate Sample Specific Errors
TWAPLS.predict.w TWA-PLS predict function
TWAPLS.w TWA-PLS training function
WAPLS.predict.w WA-PLS predict function
WAPLS.w WA-PLS training function