Other packages > Find by keyword >

CptNonPar  

Nonparametric Change Point Detection for Multivariate Time Series
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CptNonPar", "0.2.1")



Attach the package and use:
library("CptNonPar")
Maintained by
Euan T. McGonigle
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-06-13
Latest Update: 2023-06-13
Description:
Implements the nonparametric moving sum procedure for detecting changes in the joint characteristic function (NP-MOJO) for multiple change point detection in multivariate time series. See McGonigle, E. T., Cho, H. (2023) for description of the NP-MOJO methodology.
How to cite:
Euan T. McGonigle (2023). CptNonPar: Nonparametric Change Point Detection for Multivariate Time Series. R package version 0.2.1, https://cran.r-project.org/web/packages/CptNonPar. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.1 (2023-06-13 10:20)
Other packages that cited CptNonPar R package
View CptNonPar citation profile
Other R packages that CptNonPar depends, imports, suggests or enhances
Complete documentation for CptNonPar
Functions, R codes and Examples using the CptNonPar R package
Full CptNonPar 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

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
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  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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