Other packages > Find by keyword >

samurais  

Statistical Models for the Unsupervised Segmentation of Time-Series ('SaMUraiS')
View on CRAN: Click here


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

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

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



Attach the package and use:
library("samurais")
Maintained by
Florian Lecocq
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-28
Latest Update: 2019-07-28
Description:
Provides a variety of original and flexible user-friendly statistical latent variable models and unsupervised learning algorithms to segment and represent time-series data (univariate or multivariate), and more generally, longitudinal data, which include regime changes. 'samurais' is built upon the following packages, each of them is an autonomous time-series segmentation approach: Regression with Hidden Logistic Process ('RHLP'), Hidden Markov Model Regression ('HMMR'), Multivariate 'RHLP' ('MRHLP'), Multivariate 'HMMR' ('MHMMR'), Piece-Wise regression ('PWR'). For the advantages/differences of each of them, the user is referred to our mentioned paper references.
How to cite:
Florian Lecocq (2019). samurais: Statistical Models for the Unsupervised Segmentation of Time-Series ('SaMUraiS'). R package version 0.1.0, https://cran.r-project.org/web/packages/samurais. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2019-07-28 11:50)
Other packages that cited samurais R package
View samurais citation profile
Other R packages that samurais depends, imports, suggests or enhances
Complete documentation for samurais
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
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  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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