plsdof (0.1-1)

Degrees of Freedom and Confidence Intervals for Partial Least Squares Regression.

The plsdof package provides Degrees of Freedom estimates for Kernel Partial Least Squares Regression and its kernel extension. The package also provides model selection based on various information criteria (aic, bic, gmdl) and based on cross-validation. For linear Partial Least Squares, the package computes the approximate distribution of the regression coefficients. This allows the construction of confidence intervals and tests.

Maintainer: Nicole Kraemer
Author(s): Nicole Kraemer, Mikio L. Braun

License: GPL (>= 2)

Uses: Does not use any package
Reverse suggests: plsRbeta, plsRcox, plsRglm

Released about 10 years ago.