LassoHiDFastGibbs
Fast High-Dimensional Gibbs Samplers for Bayesian Lasso Regression
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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Last year
Trend: +64.7% (30d vs prior 30d)
24
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112
Last 90 days
209
Last year
Trend: -36.8% (30d vs prior 30d)
11
Last 7 days
27
Last 30 days
3
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
Show all 13 flavors
| 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-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 |
Check History
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
installed package size
installed size is 11.4Mb
sub-directories of 1Mb or more:
libs 10.9Mb
installed package size
installed size is 12.2Mb
sub-directories of 1Mb or more:
libs 11.6Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/LassoHiDFastGibbs.Rcheck/00install.out' for details.
installed package size
installed size is 11.4Mb
sub-directories of 1Mb or more:
libs 10.9Mb
installed package size
installed size is 12.2Mb
sub-directories of 1Mb or more:
libs 11.6Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 11.4Mb
sub-directories of 1Mb or more:
libs 10.9Mb
installed package size
installed size is 12.2Mb
sub-directories of 1Mb or more:
libs 11.6Mb
Code & tests
Open call graph →Code intelligence has not been computed for this package yet.
Code
Structure
Lines of code
7,183
Files
71
Compiled share
71.9%
Has compiled src
Yes
Language breakdown
API
Exported functions
10
Internal functions
25
Recent export changes
Testing & CI
Has tests
No
Test-to-code ratio
0.00
testthat edition
–
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
100%
\dontrun example ratio
0%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
–
Unsafe pattern score
0
Dep constraint coverage
0%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
–
System requirements
1
C++ standard
–
License
GPL-3
License flags
SPDX valid, OSI approved
History
Versions
2
First release
2026-01-29
Latest release
2026-02-22
Avg cadence
24 days
Cold removal rate
–
Dep drift
0
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.