Sparse Partial Least Squares (SPLS) Regression


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Documentation for package ‘spls’ version 1.0-3

User Guides and Package Vignettes

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ci.spls Calculate the bootstrapped confidence intervals of SPLS coefficients
coef.spls Make predictions or extract coefficients from a fitted SPLS model
coefplot.spls Plot the estimated coefficients of the SPLS object
correct.spls Correct the initial SPLS coefficient estimates based on the bootstrapped confidence intervals
cv.spls Compute and plot the cross-validated error for SPLS regression
mice Mice Dataset
plot.spls Plot the coefficient path of SPLS regression
predict.spls Make predictions or extract coefficients from a fitted SPLS model
print.spls Print fits of a SPLS object
spls Fit SPLS regression models
yeast Yeast Cell Cycle Dataset