Other packages > Find by keyword >

cpss  

Change-Point Detection by Sample-Splitting Methods
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("cpss", "0.0.3")



Attach the package and use:
library("cpss")
Maintained by
Guanghui Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-23
Latest Update: 2022-08-22
Description:
Implements multiple change searching algorithms for a variety of frequently considered parametric change-point models. In particular, it integrates a criterion proposed by Zou, Wang and Li (2020) to select the number of change-points in a data-driven fashion. Moreover, it also provides interfaces for user-customized change-point models with one's own cost function and parameter estimation routine. It is easy to get started with the cpss.* set of functions by accessing their documentation pages (e.g., ?cpss).
How to cite:
Guanghui Wang (2020). cpss: Change-Point Detection by Sample-Splitting Methods. R package version 0.0.3, https://cran.r-project.org/web/packages/cpss. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:28), 0.0.2 (2020-11-23 10:40), 0.0.3 (2022-08-22 11:00)
Other packages that cited cpss R package
View cpss citation profile
Other R packages that cpss depends, imports, suggests or enhances
Complete documentation for cpss
Functions, R codes and Examples using the cpss R package
Some associated functions: SC . SC_vals . S_vals . algo . algo_param_dim . coef-cpss-method . cps . cpss-class . cpss.custom . cpss.em . cpss.glm . cpss.lm . cpss.mean . cpss.meanvar . cpss . cpss.var . dat . mdl . ncps . params . pelt_pen . pipe . plot-cpss-method . summary-cpss-method . update-cpss-method . update_inputs . well . 
Some associated R codes: RcppExports.R . algos_custom.R . algos_custom_naive.R . class.R . cpss-package.R . cpss.R . custom.R . data.R . em.R . glm.R . meanvar.R . utils-pipe.R . utils.R .  Full cpss package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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