Other packages > Find by keyword >

ecp  

Non-Parametric Multiple Change-Point Analysis of Multivariate Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ecp", "3.1.6")



Attach the package and use:
library("ecp")
Maintained by
Wenyu Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-02-04
Latest Update: 2024-08-26
Description:
Implements various procedures for finding multiple change-points from Matteson D. et al (2013) , Zhang W. et al (2017) , 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.
How to cite:
Wenyu Zhang (2013). ecp: Non-Parametric Multiple Change-Point Analysis of Multivariate Data. R package version 3.1.6, https://cran.r-project.org/web/packages/ecp. Accessed 08 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:34), 1.5.1 (2013-02-04 07:57), 1.5.2 (2013-02-08 07:23), 1.5.3 (2013-05-21 18:35), 1.5.4 (2013-06-08 15:40), 1.5.5 (2013-11-20 17:03), 1.6.0 (2014-07-20 10:23), 1.6.2 (2015-01-04 23:55), 2.0.0 (2015-05-21 01:38), 3.0.0 (2016-09-27 08:41), 3.1.0 (2017-12-15 13:14), 3.1.1 (2019-03-18 06:30), 3.1.2 (2019-11-11 07:20), 3.1.3 (2020-10-25 15:20), 3.1.4 (2023-04-04 20:30), 3.1.5 (2023-07-01 14:10)
Other packages that cited ecp R package
View ecp citation profile
Other R packages that ecp depends, imports, suggests or enhances
Complete documentation for ecp
Functions, R codes and Examples using the ecp R package
Some associated functions: ACGH.RData . DJIA.RData . e.agglo . e.cp3o . e.cp3o_delta . e.divisive . e.split . ecp-internal . find.closest . getBetween . getWithin . gof.update . ks.cp3o . ks.cp3o_delta . perm.cluster . process.data . sig.test . splitPoint . splitPointC . updateDistance . 
Some associated R codes: cp3o.R . e_agglomerative.R . e_divisive.R . energyChangePoint.R . kernelCPA.R .  Full ecp package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

metafor  
Meta-Analysis Package for R
A comprehensive collection of functions for conducting meta-analyses in R. The package includes func ...
Download / Learn more Package Citations See dependency  
dineR  
Differential Network Estimation in R
An efficient and convenient set of functions to perform differential network estimation through the ...
Download / Learn more Package Citations See dependency  
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  
climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
abc.data  
Data Only: Tools for Approximate Bayesian Computation (ABC)
Contains data which are used by functions of the 'abc' package. ...
Download / Learn more Package Citations See dependency  
colorfindr  
Extract Colors from Windows BMP, JPEG, PNG, TIFF, and SVG Format Images
Extracts colors from various image types, returns customized reports and plots treemaps and 3D scat ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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