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 21 Nov. 2024.
Previous versions and publish date:
0.0.2 (2020-11-23 10:40)
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
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  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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