CRAN/E | ProDenICA

ProDenICA

Product Density Estimation for ICA using Tilted Gaussian Density Estimates

Installation

About

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)" in Section 14.7.4.

hastie.su.domains/ElemStatLearn/printings/ESLII_print12_toc.pdf

Key Metrics

Version 1.1
Published 2022-02-21 795 days ago
Needs compilation? no
License GPL-2
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Maintainer

Maintainer

Trevor Hastie

hastie@stanford.edu

Authors

Trevor Hastie
Rob Tibshirani

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ProDenICA archive

Depends

gam

Reverse Suggests

steadyICA