Other packages > Find by keyword >

IDetect  

Isolate-Detect Methodology for Multiple Change-Point Detection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("IDetect", "0.1.0")



Attach the package and use:
library("IDetect")
Maintained by
Andreas Anastasiou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-03-09
Latest Update: 2018-03-09
Description:
Provides efficient implementation of the Isolate-Detect methodology for the consistent estimation of the number and location of multiple change-points in one-dimensional data sequences from the "deterministic + noise" model. For details on the Isolate-Detect methodology, please see Anastasiou and Fryzlewicz (2018) . Currently implemented scenarios are: piecewise-constant signal with Gaussian noise, piecewise-constant signal with heavy-tailed noise, continuous piecewise-linear signal with Gaussian noise, continuous piecewise-linear signal with heavy-tailed noise.
How to cite:
Andreas Anastasiou (2018). IDetect: Isolate-Detect Methodology for Multiple Change-Point Detection. R package version 0.1.0, https://cran.r-project.org/web/packages/IDetect. Accessed 15 Jul. 2026.
Previous versions and publish date:
0.1.0 (2018-03-09 11:02), (2026-07-09 08:07)
Other packages that cited IDetect R package
View IDetect citation profile
Other R packages that IDetect depends, imports, suggests or enhances
Complete documentation for IDetect
Functions, R codes and Examples using the IDetect R package
Some associated functions: ID . ID_cplm . ID_pcm . IDetect . cplm_ic . cplm_th . est_signal . ht_ID_cplm . ht_ID_pcm . normalise . pcm_ic . pcm_th . resid_ID . s_e_points . sol_path_cplm . sol_path_pcm . win_cplm_th . win_pcm_th . 
Some associated R codes: Finalised_coding.R . package-IDetect.R .  Full IDetect package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PermAlgo  
Permutational Algorithm to Simulate Survival Data
This version of the permutational algorithm generates a dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  
gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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