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MSigSeg
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]
[Scholar Profile | Author Map]
All associated links for this package
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 29 Apr. 2025.
Previous versions and publish date:
0.1.3 (2023-06-07 15:20)
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