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MSigSeg  

Multiple SIGnal SEGmentation
View on CRAN: Click here


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

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

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



Attach the package and use:
library("MSigSeg")
Maintained by
Xuanyu Liu
[Scholar Profile | Author Map]
First Published: 2023-06-07
Latest Update: 2023-11-13
Description:
Traditional methods typically detect breakpoints from individual signals, which means that when applied separately to multiple signals, the breakpoints are not aligned. However, this package implements a common breakpoint detection approach for multiple piecewise constant signals, resulting in increased detection sensitivity and specificity. By employing various techniques, optimal performance is ensured, and computation is accelerated. We hope that this package will be beneficial for researchers in signal processing, bioinformatics, economy, and other related fields. The segmentation(), lambda_estimator() functions are the main functions of this package.
How to cite:
Xuanyu Liu (2023). MSigSeg: Multiple SIGnal SEGmentation. R package version 0.2.0, https://cran.r-project.org/web/packages/MSigSeg. Accessed 04 Apr. 2025.
Previous versions and publish date:
0.1.3 (2023-06-07 15:20)
Other packages that cited MSigSeg R package
View MSigSeg citation profile
Other R packages that MSigSeg depends, imports, suggests or enhances
Complete documentation for MSigSeg
Functions, R codes and Examples using the MSigSeg R package
Full MSigSeg package functions and examples
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