plsdof (version 0.2-1)

plsdof-package: Degrees of Freedom and Confidence Intervals for Partial Least Squares Regression

Description

The plsdof provides Degrees of Freedom estimates and confidence intervals for Partial Least Squares Regression. The package also allows model selection based on various information criteria (aic, bic, gmdl) and based on cross-validation.

Details

ll{ Package: plsdof Type: Package Version: 0.2 Date: 2010-02-22 License: GPL (>=2) LazyLoad: yes }

References

Kraemer, N., Sugiyama M. (2010). "The Degrees of Freedom of Partial Least Squares Regression". preprint, http://arxiv.org/abs/1002.4112 Kraemer, N., Braun, M.L. (2007) "Kernelizing PLS, Degrees of Freedom, and Efficient Model Selection", Proceedings of the 24th International Conference on Machine Learning, Omni Press, 441 - 448

See Also

pls.model, pls.cv, pls.ic

Examples

# to do