fchamroukhi/MPWR_r: Multiple Polynomial Piecewise Regression ('MPWR') for Optimal Multivariate Time-Series Segmentation

Provides a multiple polynomial piecewise regression model for the optimal segmentation of multivariate time series with regime changes. It uses MLE for the estimation of the regression parameters with dynamic programming for the segmentation. Originally developped and written in 'Matlab' by Faicel Chamroukhi <https://github.com/fchamroukhi/MPWR>.

Getting started

Package details

Maintainer
LicenseGPL (>= 3)
Version0.1.0
URL https://github.com/fchamroukhi/MPWR_r
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("fchamroukhi/MPWR_r")
fchamroukhi/MPWR_r documentation built on April 24, 2020, 12:39 p.m.