Sequential and Batch Change Detection Using Parametric and Nonparametric Methods
Overview
Sequential and batch change detection for univariate data streams, using the change point model framework. Functions are provided to allow nonparametric distribution-free change detection in the mean, variance, or general distribution of a given sequence of observations. Parametric change detection methods are also provided for Gaussian, Bernoulli and Exponential sequences. Both the batch (Phase I) and sequential (Phase II) settings are supported, and the sequences may contain either a single or multiple change points. A full description of this package is available in Ross, G.J (2015) - "Parametric and nonparametric sequential change detection in R" available at https://www.jstatsoft.org/article/view/v066i03.
Install
Health
NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc
Maintainer: ‘Gordon J. Ross <gordon@gordonjross.co.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = c("Gordon", "J."),
family = "Ross",
role = c("aut", "cre"),
email = "gordon@gordonjross.co.uk")
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.NOTEcompiled coder-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc
File ‘cpm/libs/cpm.so’: Found no calls to: ‘R_registerRoutines’, ‘R_useDynamicSymbols’ It is good practice to register native routines and to disable symbol search. See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual.
- NOTE9 OK, 4 NOTENow
- NOTE10 OK, 4 NOTE2026-03-10
Documentation
- Help pages
- 11includes a package overview page
- Examples that run
- 100%9 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 89%
- Help pages citing references
- 55%
Downloads
Dependencies
Installing cpm adds no packages beyond those that come with R.
Code & Tests
Datasets
People & History
Maintainer since 1.0 (2012)
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- 2.3Latest
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- 2.22015-07-28 · diff ↗
- 2.12015-07-12 · diff ↗
- 2.02015-06-05 · diff ↗
- RR 3.2.0 released · 2015-04-16
Show 7 earlier eventsHide 7 earlier events
- archivedRemoved from CRAN2014-05-31memory access errors were not corrected
- RR 3.1.0 released · 2014-04-10
- 1.1
- RR 3.0.0 released · 2013-04-03
- RR 2.15.0 released · 2012-03-30
- 1.02012-02-06
- RR 2.14.0 released · 2011-10-31
Package metadata
- First published
- 2012-02-06
- Total releases
- 6 / 14 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 2.15.0
- Bundled data
- 54 KB / 1 file
- Download size
- 829 KB
Cite
Cite this package
Run in R for the authors' entry:
citation("cpm")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.
From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.