ProDenICA: Product Density Estimation for ICA using tilted Gaussian density estimates

A direct and flexible method for estimating an ICA model. This approach estimates the densities for each component directly via a tilted gaussian. The tilt functions are estimated via a GAM poisson model. Details can be found in "Elements of Statistical Learning (2nd Edition)" Section 14.7.4

Version: 1.0
Depends: gam
Published: 2010-05-01
Author: Trevor Hastie, Rob Tibshirani
Maintainer: Trevor Hastie <hastie at stanford.edu>
License: GPL-2
URL: http://www-stat.stanford.edu/~hastie/Papers/ESLII.pdf
NeedsCompilation: no
CRAN checks: ProDenICA results

Downloads:

Reference manual: ProDenICA.pdf
Package source: ProDenICA_1.0.tar.gz
Windows binaries: r-devel: ProDenICA_1.0.zip, r-release: ProDenICA_1.0.zip, r-oldrel: ProDenICA_1.0.zip
OS X Snow Leopard binaries: r-release: ProDenICA_1.0.tgz, r-oldrel: ProDenICA_1.0.tgz
OS X Mavericks binaries: r-release: ProDenICA_1.0.tgz