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spls (version 1.0-0)
Sparse Partial Least Squares (SPLS) Regression
Description
This package provides functions for fitting a Sparse Partial Least Squares Regression
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Install
install.packages('spls')
Monthly Downloads
10,814
Version
1.0-0
License
GPL (>= 2)
Maintainer
Dongjun Chung
Last Published
June 30th, 2025
Functions in spls (1.0-0)
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predict.spls
Make predictions or extract coefficients from a fitted SPLS model
cv.spls
Compute and plot the cross-validated error for SPLS regression
mice
Mice Dataset
yeast
Yeast Cell Cycle Dataset
print.spls
Print fits of a SPLS object
plot.spls
Plot the coefficient path of SPLS regression
ci.spls
Calculate the bootstrapped confidence intervals of SPLS coefficients
spls-internal
Internal SPLS functions
coefplot.spls
Plot the estimated coefficients of the SPLS object
spls
Fit SPLS regression models
correct.spls
Correct the initial SPLS coefficient estimates based on the bootstrapped confidence intervals