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hdbcp

Bayesian Change Point Detection for High-Dimensional Data

v1.0.0 · Nov 18, 2024 · GPL-3

Description

Functions implementing change point detection methods using the maximum pairwise Bayes factor approach. Additionally, the package includes tools for generating simulated datasets for comparing and evaluating change point detection techniques.

Downloads

CRAN

538

Last 30 days

7183rd

1.6K

Last 90 days

6.5K

Last year

Trend: 0% (30d vs prior 30d)

r2u CRAN

24

Last 30 days

114

Last 90 days

394

Last year

Trend: -40% (30d vs prior 30d)

autoCRAN

5

Last 7 days

25

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 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
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/hdbcp.Rcheck/00install.out' for details.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Line coverage

Expression

Tests / Examples

Functions

38 7 exported

Complexity

2.7 avg / 11 max

Call network

38 nodes / 28 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

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Lowest coverage

Per-function coverage is not measured for this package yet.

Compare versions

Code

Structure

Lines of code

1,653

Files

27

Compiled share

40.7%

Has compiled src

Yes

Language breakdown

R 601 (36.4%)C/C++/src 672 (40.7%)Docs 380 (23%)

API

Exported functions

7

Internal functions

10

Recent export changes

v0.1.0+7 generate_mean_datasets, generate_cov_datasets, majority_rule_mxPBF +4 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

100%

\dontrun example ratio

57.1%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

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

C++ standard

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

2

First release

2024-11-05

Latest release

2024-11-19

Avg cadence

14 days

Cold removal rate

Dep drift

0

LOC over versions

v0.1.0: 1,632 LOCv1.0.0: 1,653 LOC

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

Dependency Network

Dependencies Reverse dependencies Rcpp dplyr hdbcp

Version History

3 tracked
new 1.0.0 Mar 10, 2026
updated 1.0.0 ← 0.1.0 diff Nov 18, 2024
new 0.1.0 Nov 4, 2024