ProDenICA
Product Density Estimation for ICA using Tilted Gaussian Density Estimates
v1.1
·
Feb 21, 2022
·
GPL-2
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.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
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Maintainer: ‘Trevor Hastie <hastie@stanford.edu>’
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family = "Hastie",
role = c("aut", "cre"),
email = "hastie@stanford.edu"),
person(given = "Rob",
family = "Tibshirani",
role = "aut"))
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Authors@R: c(person(given = "Trevor",
family = "Hastie",
role = c("aut", "cre"),
email = "hastie@stanford.edu"),
person(given = "Rob",
family = "Tibshirani",
role = "aut"))
as necessary.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Trevor Hastie <hastie@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Trevor",
family = "Hastie",
role = c("aut", "cre"),
email = "hastie@stanford.edu"),
person(given = "Rob",
family = "Tibshirani",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Trevor Hastie <hastie@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Trevor",
family = "Hastie",
role = c("aut", "cre"),
email = "hastie@stanford.edu"),
person(given = "Rob",
family = "Tibshirani",
role = "aut"))
as necessary.
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1.1
Mar 9, 2026