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ProDenICA  

Product Density Estimation for ICA using Tilted Gaussian Density Estimates
View on CRAN: Click here


Download and install ProDenICA package within the R console
Install from CRAN:
install.packages("ProDenICA")

Install from Github:
library("remotes")
install_github("cran/ProDenICA")

Install by package version:
library("remotes")
install_version("ProDenICA", "1.1")



Attach the package and use:
library("ProDenICA")
Maintained by
Trevor Hastie
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-05-01
Latest Update: 2022-02-21
Description:
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.
How to cite:
Trevor Hastie (2010). ProDenICA: Product Density Estimation for ICA using Tilted Gaussian Density Estimates. R package version 1.1, https://cran.r-project.org/web/packages/ProDenICA. Accessed 07 Mar. 2026.
Previous versions and publish date:
1.0 (2010-05-01 19:45)
Other packages that cited ProDenICA R package
View ProDenICA citation profile
Other R packages that ProDenICA depends, imports, suggests or enhances
Complete documentation for ProDenICA
Functions, R codes and Examples using the ProDenICA R package
Some associated functions: G1 . GPois . ICAorthW . ProDenICA-internal . ProDenICA . amari . mixmat . rjordan . 
Some associated R codes: G0.R . G1.R . GPois.R . ICAorthW.R . ProDenICA.R . amari.R . d.gaussmix.R . djordan.R . dmix.dexp.R . mixmat.R . modulus.R . plot.ProDenICA.R . r.gaussmix.R . rjordan.R . rmix.dexp.R .  Full ProDenICA package functions and examples
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