Skip to content

kDGLM

Bayesian Analysis of Dynamic Generalized Linear Models

v1.2.14 · Apr 10, 2026 · GPL (>= 3)

Description

Provide routines for filtering and smoothing, forecasting, sampling and Bayesian analysis of Dynamic Generalized Linear Models using the methodology described in Alves et al. (2024)<doi:10.48550/arXiv.2201.05387> and dos Santos Jr. et al. (2024)<doi:10.48550/arXiv.2403.13069>.

Downloads

CRAN

595

Last 30 days

5993rd

1.8K

Last 90 days

6.1K

Last year

Trend: +6.1% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

49

Last 90 days

158

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

1

Last 7 days

10

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
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 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jul 4, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 29, 2026
ERROR r-devel-linux-x86_64-debian-gcc

re-building of vignette outputs

Error(s) in re-building vignettes:
  ...
--- re-building ‘example1.Rmd’ using rmarkdown

Quitting from example1.Rmd:331-367 [unnamed-chunk-17]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error 
...[truncated]...
--- finished re-building ‘outcomes.Rmd’

--- re-building ‘structures.Rmd’ using rmarkdown
--- finished re-building ‘structures.Rmd’

SUMMARY: processing the following file failed:
  ‘example1.Rmd’

Error: Vignette re-building failed.
Execution halted
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 27, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 24, 2026
ERROR r-oldrel-windows-x86_64

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building 'example1.Rmd' using rmarkdown

Quitting from example1.Rmd:331-367 [unnamed-chunk-17]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `Us
...[truncated]...
--- finished re-building 'outcomes.Rmd'

--- re-building 'structures.Rmd' using rmarkdown
--- finished re-building 'structures.Rmd'

SUMMARY: processing the following file failed:
  'example1.Rmd'

Error: Vignette re-building failed.
Execution halted
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 20, 2026
ERROR 11 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE Jun 17, 2026
ERROR r-devel-linux-x86_64-debian-clang

re-building of vignette outputs

Error(s) in re-building vignettes:
  ...
--- re-building ‘example1.Rmd’ using rmarkdown

Quitting from example1.Rmd:331-367 [unnamed-chunk-17]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error 
...[truncated]...
--- finished re-building ‘outcomes.Rmd’

--- re-building ‘structures.Rmd’ using rmarkdown
--- finished re-building ‘structures.Rmd’

SUMMARY: processing the following file failed:
  ‘example1.Rmd’

Error: Vignette re-building failed.
Execution halted
ERROR r-devel-linux-x86_64-debian-gcc

re-building of vignette outputs

Error(s) in re-building vignettes:
  ...
--- re-building ‘example1.Rmd’ using rmarkdown

Quitting from example1.Rmd:331-367 [unnamed-chunk-17]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error 
...[truncated]...
--- finished re-building ‘outcomes.Rmd’

--- re-building ‘structures.Rmd’ using rmarkdown
--- finished re-building ‘structures.Rmd’

SUMMARY: processing the following file failed:
  ‘example1.Rmd’

Error: Vignette re-building failed.
Execution halted
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 6, 2026
ERROR r-devel-windows-x86_64

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building 'example1.Rmd' using rmarkdown

Quitting from example1.Rmd:331-367 [unnamed-chunk-17]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `Us
...[truncated]...
--- finished re-building 'outcomes.Rmd'

--- re-building 'structures.Rmd' using rmarkdown
--- finished re-building 'structures.Rmd'

SUMMARY: processing the following file failed:
  'example1.Rmd'

Error: Vignette re-building failed.
Execution halted
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 10.7Mb
  sub-directories of 1Mb or more:
    doc   9.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 10.7Mb
  sub-directories of 1Mb or more:
    doc   9.8Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is 10.7Mb
  sub-directories of 1Mb or more:
    doc   9.8Mb

Code

Structure

Lines of code

14,977

Files

144

Compiled share

0%

Has compiled src

No

Language breakdown

R 8,092 (54%)Docs 4,014 (26.8%)Vignettes 2,871 (19.2%)

API

Exported functions

40

Internal functions

72

Recent export changes

v1.2.7+9 AR, TF, ffs +6 more
v1.2.0+31 CAR_prior, Gamma, Multinom +28 more

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

96.8%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

100%

Unsafe pattern score

6

Dep constraint coverage

60%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

4.1.0

System requirements

C++ standard

License

GPL (>= 3)

License flags

SPDX valid, OSI approved

History

Versions

4

First release

2024-05-25

Latest release

2026-04-10

Avg cadence

299 days

Cold removal rate

Dep drift

1

LOC over versions

v1.2.0: 13,897 LOCv1.2.7: 14,744 LOCv1.2.12: 14,867 LOCv1.2.14: 14,977 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies extraDistr Rfast generics rlang Rdpack OnlineSurr kDGLM

Version History

5 tracked
updated 1.2.14 ← 1.2.12 diff Apr 10, 2026
new 1.2.12 Mar 10, 2026
updated 1.2.12 ← 1.2.7 diff Feb 4, 2026
updated 1.2.7 ← 1.2.0 diff Mar 19, 2025
new 1.2.0 May 24, 2024