Skip to content

dlbayes

Use Dirichlet Laplace Prior to Solve Linear Regression Problem and Do Variable Selection

v0.1.0 · Nov 14, 2018 · MIT + file LICENSE

Description

The Dirichlet Laplace shrinkage prior in Bayesian linear regression and variable selection, featuring: utility functions in implementing Dirichlet-Laplace priors such as visualization; scalability in Bayesian linear regression; penalized credible regions for variable selection.

Downloads

162

Last 30 days

20463rd

306

Last 90 days

306

Last year

Trend: +12.5% (30d vs prior 30d)

CRAN Check Status

5 NOTE
9 OK
Show all 14 flavors
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 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
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 details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Shijia Zhang <zsj27@mail.ustc.edu.cn>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Shijia", "Zhang;", "Meng"),
                      family = "Li",
                      role = "aut"),
               person(given = "Shijia",
                      family = "Zhang",
                      role = "cre",
                      email = "zsj27@mail.ustc.edu.cn"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Shijia Zhang <zsj27@mail.ustc.edu.cn>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Shijia", "Zhang;", "Meng"),
                      family = "Li",
                      role = "aut"),
               person(given = "Shijia",
                      family = "Zhang",
                      role = "cre",
                      email = "zsj27@mail.ustc.edu.cn"))
as necessary.
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

*


            
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
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

*


            

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Shijia Zhang <zsj27@mail.ustc.edu.cn>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Shijia", "Zhang;", "Meng"),
                      family = "Li",
                      role = "aut"),
               person(given = "Shijia",
                      family = "Zhang",
                      role = "cre",
                      email = "zsj27@mail.ustc.edu.cn"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Shijia Zhang <zsj27@mail.ustc.edu.cn>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Shijia", "Zhang;", "Meng"),
                      family = "Li",
                      role = "aut"),
               person(given = "Shijia",
                      family = "Zhang",
                      role = "cre",
                      email = "zsj27@mail.ustc.edu.cn"))
as necessary.
NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

Dependency Network

Dependencies Reverse dependencies GIGrvg expm glmnet MASS LaplacesDemon dlbayes

Version History

new 0.1.0 Mar 9, 2026