Other packages > Find by keyword >

decp  

Complete Change Point Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("decp", "0.1.2")



Attach the package and use:
library("decp")
Maintained by
Vasileios Pavlopoulos
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-07-09
Latest Update: 2024-07-09
Description:
Provides a comprehensive approach for identifying and estimating change points in multivariate time series through various statistical methods. Implements the multiple change point detection methodology from Ryan & Killick (2023) <doi:10.1080/00401706.2023.2183261> and a novel estimation methodology from Fotopoulos et al. (2023) <doi:10.1007/s00362-023-01495-0> generalized to fit the detection methodologies. Performs both detection and estimation of change points, providing visualization and summary information of the estimation process for each detected change point.
How to cite:
Vasileios Pavlopoulos (2024). decp: Complete Change Point Analysis. R package version 0.1.2, https://cran.r-project.org/web/packages/decp. Accessed 07 Nov. 2024.
Previous versions and publish date:
0.1.0 (2024-07-09 18:10), 0.1.1 (2024-08-20 00:30)
Other packages that cited decp R package
View decp citation profile
Other R packages that decp depends, imports, suggests or enhances
Complete documentation for decp
Functions, R codes and Examples using the decp R package
Full decp 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

bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
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  
con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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