fchamroukhi/mixRHLP: Mixture of Regression Models with Hidden Logistic Processes ('mixRHLP') for Simultaneous Curve Clustering and Segmentation

Simultaneous model-based clustering and segmentation of heterogeneous and dynamical functional data (curves/times series) with smooth and/or abrupt changes in regime by a mixture of regression models with hidden logistic processes, fitted by the EM algorithm and extensions. See also the packages 'mixHMM', 'mixHMMR', and 'RHLP'.

Getting started

Package details

LicenseGPL (>= 3)
URL https://github.com/fchamroukhi/mixRHLP
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
fchamroukhi/mixRHLP documentation built on Sept. 23, 2019, 4:19 a.m.