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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)" in Section 14.7.4.

Versions across snapshots

VersionRepositoryFileSize
1.1 rolling linux/jammy R-4.5 ProDenICA_1.1.tar.gz 48.1 KiB
1.1 rolling linux/noble R-4.5 ProDenICA_1.1.tar.gz 48.1 KiB
1.1 rolling source/ R- ProDenICA_1.1.tar.gz 8.6 KiB
1.1 latest linux/jammy R-4.5 ProDenICA_1.1.tar.gz 48.1 KiB
1.1 latest linux/noble R-4.5 ProDenICA_1.1.tar.gz 48.1 KiB
1.1 latest source/ R- ProDenICA_1.1.tar.gz 8.6 KiB
1.1 2026-04-26 source/ R- ProDenICA_1.1.tar.gz 8.6 KiB
1.1 2026-04-23 source/ R- ProDenICA_1.1.tar.gz 8.6 KiB
1.1 2026-04-09 windows/windows R-4.5 ProDenICA_1.1.zip 51.0 KiB
1.1 2025-04-20 source/ R- ProDenICA_1.1.tar.gz 8.6 KiB

Dependencies (latest)

Depends