spexvb

Parameter Expanded Variational Bayes for High-Dimensional Linear Regression

v0.1.0 · Feb 17, 2026 · MIT + file LICENSE

Description

Implements a parameter expanded variational Bayes algorithm for linear regression models with high-dimensional variable selection. The methodology utilizes spike-and-slab priors to perform simultaneous estimation and selection. Details can be found in Olejua et al. (2024) <doi:10.21203/rs.3.rs-7208847/v1>.

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r-devel-linux-x86_64-debian-gcc	OK	137.1s
r-devel-linux-x86_64-fedora-clang	OK	297.9s
r-devel-linux-x86_64-fedora-gcc	OK	331.3s
r-devel-windows-x86_64	OK	227s
r-oldrel-macos-arm64	OK	43s
r-oldrel-macos-x86_64	OK	256s
r-oldrel-windows-x86_64	OK	280s
r-patched-linux-x86_64	OK	172.3s
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OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026

ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026

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ERROR 11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026

ERROR r-release-macos-x86_64

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See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026

ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026

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Version History

1 tracked

new 0.1.0 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Feb 17, 2026. Releases before tracking aren’t shown.