ProDenICA: Product Density Estimation for ICA using tilted Gaussian density estimates
Version 1.0

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

Getting started

Package details

AuthorTrevor Hastie, Rob Tibshirani
Date of publication2010-05-01 17:45:37
MaintainerTrevor Hastie <hastie@stanford.edu>
LicenseGPL-2
Version1.0
URL http://www-stat.stanford.edu/~hastie/Papers/ESLII.pdf
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ProDenICA")

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ProDenICA documentation built on May 29, 2017, 6:14 p.m.