Other packages > Find by keyword >

cpm  

Sequential and Batch Change Detection Using Parametric and Nonparametric Methods
View on CRAN: Click here


Download and install cpm package within the R console
Install from CRAN:
install.packages("cpm")

Install from Github:
library("remotes")
install_github("cran/cpm")

Install by package version:
library("remotes")
install_version("cpm", "2.3")



Attach the package and use:
library("cpm")
Maintained by
Gordon J. Ross
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-02-06
Latest Update: 2020-10-08
Description:
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 .
How to cite:
Gordon J. Ross (2012). cpm: Sequential and Batch Change Detection Using Parametric and Nonparametric Methods. R package version 2.3, https://cran.r-project.org/web/packages/cpm. Accessed 28 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:28), 1.0 (2012-02-06 11:45), 1.1 (2013-12-15 11:24), 2.0 (2015-06-05 13:09), 2.1 (2015-07-12 18:27), 2.2 (2015-07-28 00:23)
Other packages that cited cpm R package
View cpm citation profile
Other R packages that cpm depends, imports, suggests or enhances
Complete documentation for cpm
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  
RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
mxnorm  
Apply Normalization Methods to Multiplexed Images
Implements methods to normalize multiplexed imaging data, including statistical metrics and visuali ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA