Other packages > Find by keyword >

gStream  

Graph-Based Sequential Change-Point Detection for Streaming Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gStream", "0.2.0")



Attach the package and use:
library("gStream")
Maintained by
Hao Chen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-24
Latest Update: 2019-05-01
Description:
Uses an approach based on k-nearest neighbor information to sequentially detect change-points. Offers analytic approximations for false discovery control given user-specified average run length. Can be applied to any type of data (high-dimensional, non-Euclidean, etc.) as long as a reasonable similarity measure is available. See references (1) Chen, H. (2019) Sequential change-point detection based on nearest neighbors. The Annals of Statistics, 47(3):1381-1407. (2) Chu, L. and Chen, H. (2018) Sequential change-point detection for high-dimensional and non-Euclidean data .
How to cite:
Hao Chen (2018). gStream: Graph-Based Sequential Change-Point Detection for Streaming Data. R package version 0.2.0, https://cran.r-project.org/web/packages/gStream. Accessed 08 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:40), 0.1.0 (2018-10-24 23:50)
Other packages that cited gStream R package
View gStream citation profile
Other R packages that gStream depends, imports, suggests or enhances
Complete documentation for gStream
Functions, R codes and Examples using the gStream R package
Some associated functions: distM1 . gStream-package . gstream . 
Some associated R codes: gStream.R .  Full gStream package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

FastGaSP  
Fast and Exact Computation of Gaussian Stochastic Process
Implements fast and exact computation of Gaussian stochastic process with the Matern kernel using fo ...
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  
Morpho  
Calculations and Visualisations Related to Geometric Morphometrics
A toolset for Geometric Morphometrics and mesh processing. This includes (among other stuff) mesh d ...
Download / Learn more Package Citations See dependency  
skewt  
The Skewed Student-t Distribution
Density, distribution function, quantile function and random generation for the skewed t distributio ...
Download / Learn more Package Citations See dependency  
box  
Write Reusable, Composable and Modular R Code
A modern module system for R. Organise code into hierarchical, composable, reusable modules, and us ...
Download / Learn more Package Citations See dependency  
productplots  
Product Plots for R
Framework for visualising tables of counts, proportions and probabilities. The framework is called ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,752

Author Associations

28,084

Publication Badges

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