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 22 Dec. 2024.
Previous versions and publish date:
No previous versions
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
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)
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  
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  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  

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