LassoHiDFastGibbs
Fast High-Dimensional Gibbs Samplers for Bayesian Lasso Regression
v0.1.5
·
Feb 21, 2026
·
GPL-3
Description
Provides fast and scalable Gibbs sampling algorithms for Bayesian Lasso regression model in high-dimensional settings. The package implements efficient partially collapsed and nested Gibbs samplers for Bayesian Lasso, with a focus on computational efficiency when the number of predictors is large relative to the sample size. Methods are described at Davoudabadi and Ormerod (2026) <https://github.com/MJDavoudabadi/LassoHiDFastGibbs>.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| 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 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| 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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r-oldrel-macos-arm64
installed package size
installed size is 11.4Mb
sub-directories of 1Mb or more:
libs 10.9Mb
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r-oldrel-macos-x86_64
installed package size
installed size is 12.2Mb
sub-directories of 1Mb or more:
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 11.4Mb
sub-directories of 1Mb or more:
libs 10.9Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 12.2Mb
sub-directories of 1Mb or more:
libs 11.6Mb