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Non-Parametric Multiple Change-Point Analysis of Multivariate Data

7packages dependsuggested by 1
48.8Kdownloads / year
–test coverage
13/13flavors OK

Overview

About

Implements various procedures for finding multiple change-points from Matteson D. et al (2013) doi:10.1080/01621459.2013.849605, Zhang W. et al (2017) doi:10.1109/ICDMW.2017.44, Arlot S. et al (2019). Two methods make use of dynamic programming and pruning, with no distributional assumptions other than the existence of certain absolute moments in one method. Hierarchical and exact search methods are included. All methods return the set of estimated change- points as well as other summary information.

Changes in 3.1.6

Changes made since previous version

  • Removed examples with memory warnings.

From NEWS in the release

Install

Health

CRAN checks
13OK
Slowest check: 3.0 min · r-devel-windows-x86_64
Status changes
  • OK13 OK2026-08-05
  • NOTE12 OK, 1 NOTE2026-08-01
  • OK14 OK2026-04-22
  • ERROR13 OK, 1 ERROR2026-04-18
  • OK14 OK2026-03-10
Advisories

none known

Documentation

In release 3.1.6
READMENoVignettesYes · 1 · staticNEWSYes · 33% structured · mentions 3.1.6Citation fileYes · cites a publicationWebsitenot declared in DESCRIPTION
Help pages
21 (12 internal)
Examples that run
90%9 run in a plain check · 1 never run
Exported functions with examples
89%
Documented parameters
98%
Return-value docs
100%
Help pages citing references
90%

Downloads

48.8K
CRAN downloads in the past year
Rank #1,875 · ~134/day · ~4.1K/mo
Daily download trend is not available in this view yet.
3.4K30 days
10.5K90 days
48.8K1 year
Compare downloads with other packages →
Also on551 r2u14 autocran5.4K conda_forge190 c2d4u

Dependencies

Declared dependencies
5 external dependencies (excludes base and recommended)

Installing ecp adds 1 package (1 with compiled code, 1.8 MB of source tarballs). Heaviest: Rcpp 1.8 MB.

Depends (2)
R >= 3.00Rcpp
Imports (0)
none
LinkingTo (1)
Suggests (4)
Enhances (0)
none
Reverse dependencies
7direct
9indirect
Imports 7
Suggested by 1
Depends, Imports or LinkingTo, most downloaded first
Suggests, most downloaded first

Datasets

People & History

People (3)
Author, Maintainer since 3.1.0 (2017) · added in 3.0.0

Previously maintained by Nicholas A. James (1.5.1 to 3.0.0).

Listed in earlier versions (2)
James
no longer listed · 3.1.6
Matteson
no longer listed · 3.1.6
Releases (16)

Pick two releases to compare their code metrics.

  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • 3.1.6Latest
    record
    2024-08-26 · current release · diff ↗
  • R
    R 4.4.0 released · 2024-04-24
  • 3.1.5
    record
    2023-07-01 · diff ↗
  • R
    R 4.3.0 released · 2023-04-21
  • 3.1.4
    record
    2023-04-04 · diff ↗
  • R
    R 4.2.0 released · 2022-04-22
  • R
    R 4.1.0 released · 2021-05-18
  • 3.1.3
    record
    2020-10-25 · diff ↗
  • R
    R 4.0.0 released · 2020-04-24
  • 3.1.2
    record
    2019-11-11 · diff ↗
  • R
    R 3.6.0 released · 2019-04-26
  • 3.1.1
    record
    2019-03-18 · diff ↗ ·
    added 1 export
    kcpa
  • R
    R 3.5.0 released · 2018-04-23
  • 3.1.0
    record
    2017-12-15 · diff ↗ ·
    added 2 exports
    e.cp3o_delta, ks.cp3o_delta
Show 15 earlier eventsHide 15 earlier events

Package metadata

First published
2013-02-04
Total releases
16 / 13 yrs
License
GPL (>= 2) OSI
Minimum R
≥ 3.00
Bundled data
959 KB / 2 files
Download size
1.6 MB
Appears in task views

Cite

Cite this package

Run in R for the authors' entry:

citation("ecp")

The package provides a citation file, so citation() returns the authors' own entry.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for ecp version 3.1.6 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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