Penalized Partial Least Squares

Contains linear and nonlinear regression methods based on Partial Least Squares and Penalization Techniques. Model parameters are selected via cross-validation, and confidence intervals ans tests for the regression coefficients can be conducted via jackknifing.


Reference manual

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1.6-1.1 by ORPHANED, a year ago

Browse source code at

Authors: Nicole Kraemer <[email protected]> Anne-Laure Boulesteix <[email protected]>

Documentation:   PDF Manual  

Task views: Chemometrics and Computational Physics, Multivariate Statistics

GPL (>= 2) license

Depends on splines, MASS

Imported by clustRcompaR.

Depended on by SODC, parcor.

Suggested by groc.

See at CRAN