CRAN/E | CptNonPar

CptNonPar

Nonparametric Change Point Detection for Multivariate Time Series

Installation

About

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) doi:10.48550/arXiv.2305.07581 for description of the NP-MOJO methodology.

github.com/EuanMcGonigle/CptNonPar
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Key Metrics

Version 0.2.1
R ≥ 4.1.0
Published 2024-04-23 12 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks CptNonPar results

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Maintainer

Maintainer

Euan T. McGonigle

e.t.mcgonigle@soton.ac.uk

Authors

Euan T. McGonigle

aut / cre

Haeran Cho

aut

Material

README
NEWS
Reference manual
Package source

In Views

TimeSeries

macOS

r-prerel

arm64

r-release

arm64

r-oldrel

arm64

r-prerel

x86_64

r-release

x86_64

Windows

r-prerel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

CptNonPar archive

Depends

R ≥ 4.1.0

Imports

Rcpp
doParallel
parallel
parallelly
foreach
Rfast
iterators
stats

Suggests

covr
testthat ≥ 3.0.0

LinkingTo

Rcpp

Reverse Suggests

fastcpd