Description: This package provides linear models based on Theil-Sen
single median and Siegel repeated medians. They are very robust
(29 or 50 percent breakdown point, respectively), and if no
outliers are present, the estimators are very similar to OLS.

Description: Provides linear models based on Theil-Sen

Title: Model Based Multifactor Dimensionality Reduction
Author: Victor Urrea, Malu Calle, Kristel Van Steen, Nuria Malats
Maintainer: Victor Urrea <victor.urrea@uvic.cat> and Malu Calle
Description: Model Based Multifactor Dimension Reduction proposed by
Calle et al. (2008) as a dimension reduction method for
Acknowledgement: This work was supported by the Ministerio de Educacion
y Ciencia (Spain) (Grant: TM2008-06747-C02-02)

y Ciencia (Spain) (Grant: MTM2008-06747-C02-02)

Description: Evaluate whether a microbiome sample is a mixture of two
samples, by fitting a model for the number of read counts as a
function of single nucleotide polymorphism (SNP) allele and the
genotypes of two potential source samples.

Author: Torsten Hothorn and Peter Buhlmann
Description: Functional gradient descent algorithms
(boosting) for optimizing general loss functions utilizing
componentwise least squares, either of parametric linear form or
smoothing splines, or regression trees as base learners for fitting
generalized linear, additive and interaction models to potentially
Depends: R (>= 2.3.0), modeltools, party (>= 0.8-6)
Packaged: Thu Aug 31 12:57:44 2006; hothorn

Depends: R (>= 2.3.0), methods, modeltools, party (>= 0.8-6)
Packaged: Thu Sep  7 13:30:35 2006; hothorn

Packaged: Wed Sep 13 13:34:47 2006; hothorn

Packaged: Wed Oct  4 14:27:43 2006; hothorn

Packaged: Fri Oct 27 10:45:17 2006; hothorn

Packaged: Wed Dec  6 12:34:33 2006; hothorn

Packaged: Mon Jan 15 10:15:17 2007; hothorn

Title: Gradient Boosting for Fitting Generalized Linear, Additive
Description: Functional gradient descent algorithms for optimizing
arbitrary loss functions utilizing componentwise
least squares, either linear models or smoothing splines, and
Packaged: Wed Jun 14 09:39:18 2006; hothorn