Formulates a sparse distance weighted discrimination (SDWD) for high-dimensional classification and implements a very fast algorithm for computing its solution path with the L1, the elastic-net, and the adaptive elastic-net penalties.

Author | Boxiang Wang and Hui Zou |

Date of publication | 2015-08-05 17:32:50 |

Maintainer | Boxiang Wang <boxiang@umn.edu> |

License | GPL-2 |

Version | 1.0.2 |

**coef.cv.sdwd:** compute coefficients from a "cv.sdwd" object

**coef.sdwd:** compute coefficients for the sparse DWD

**colon:** simplified gene expression data from Alon et al. (1999)

**cv.sdwd:** cross-validation for the sparse DWD

**plot.cv.sdwd:** plot the cross-validation curve of the sparse DWD

**plot.sdwd:** plot coefficients for the sparse DWD

**predict.cv.sdwd:** make predictions from a "cv.sdwd" object

**predict.sdwd:** make predictions for the sparse DWD

**print.sdwd:** print an sdwd object

**sdwd:** fit the sparse DWD

**sdwd-internal:** internal sdwd functions

**sdwd-package:** Sparse Distance Weighted Discrimination

sdwd

sdwd/COPYING

sdwd/src

sdwd/src/sdwd.f90

sdwd/src/auxiliary.f90

sdwd/NAMESPACE

sdwd/data

sdwd/data/colon.rda

sdwd/R

sdwd/R/cv.sdwd.R
sdwd/R/utilities.R
sdwd/R/coef.sdwd.R
sdwd/R/sdwd.R
sdwd/R/p.sdwd.R
sdwd/MD5

sdwd/DESCRIPTION

sdwd/ChangeLog

sdwd/man

sdwd/man/sdwd-package.Rd
sdwd/man/coef.cv.sdwd.Rd
sdwd/man/colon.Rd
sdwd/man/predict.sdwd.Rd
sdwd/man/cv.sdwd.Rd
sdwd/man/plot.cv.sdwd.Rd
sdwd/man/predict.cv.sdwd.Rd
sdwd/man/sdwd-internal.Rd
sdwd/man/coef.sdwd.Rd
sdwd/man/print.sdwd.Rd
sdwd/man/plot.sdwd.Rd
sdwd/man/sdwd.Rd
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