Other packages > Find by keyword >

cpop  

Detection of Multiple Changes in Slope in Univariate Time-Series
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("cpop", "1.0.7")



Attach the package and use:
library("cpop")
Maintained by
Daniel Grose
[Scholar Profile | Author Map]
First Published: 2022-03-11
Latest Update: 2022-11-21
Description:
Detects multiple changes in slope using the CPOP dynamic programming approach of Fearnhead, Maidstone, and Letchford (2019) . This method finds the best continuous piecewise linear fit to data under a criterion that measures fit to data using the residual sum of squares, but penalizes complexity based on an L0 penalty on changes in slope.
How to cite:
Daniel Grose (2022). cpop: Detection of Multiple Changes in Slope in Univariate Time-Series. R package version 1.0.7, https://cran.r-project.org/web/packages/cpop. Accessed 01 Apr. 2025.
Previous versions and publish date:
1.0.0 (2022-03-11 11:10), 1.0.3 (2022-08-23 15:10), 1.0.4 (2022-11-11 16:30), 1.0.6 (2022-11-21 15:40)
Other packages that cited cpop R package
View cpop citation profile
Other R packages that cpop depends, imports, suggests or enhances
Complete documentation for cpop
Downloads during the last 30 days
03/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/31Downloads for cpop051015202530354045505560TrendBars

Today's Hot Picks in Authors and Packages

shinyBS  
Twitter Bootstrap Components for Shiny
Adds additional Twitter Bootstrap components to Shiny. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
samplesize  
Sample Size Calculation for Various t-Tests and Wilcoxon-Test
Computes sample size for Student's t-test and for the Wilcoxon-Mann-Whitney test for categorical dat ...
Download / Learn more Package Citations See dependency  
eSIR  
Extended State-Space SIR Models
An implementation of extended state-space SIR models developed by Song Lab at UM school of Public H ...
Download / Learn more Package Citations See dependency  
gasmodel  
Generalized Autoregressive Score Models
Estimation, forecasting, and simulation of generalized autoregressive score (GAS) models of Creal, ...
Download / Learn more Package Citations See dependency  
simplevis  
Wrappers to Simplify Beautiful "ggplot2" and "leaflet" Visualisation
Wrapper functions around the amazing 'leaflet' package that aims to simplify 'leaflet' visualisatio ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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