markovmix-package: markovmix package

In markovmix: Mixture of Markov Chains with Support of Higher Orders and Multiple Sequences

markovmix package

Description

markovmix package Fit mixture of Markov chains of higher orders from multiple sequences. It is also compatible with ordinary 1-component, 1-order or single-sequence Markov chains. Various utility functions are provided to derive transition patterns, transition probabilities per component and component priors. In addition, print(), predict() and component extracting/replacing methods are also defined as a convention of mixture models.

Note

Change log:

• 0.1.0 Xiurui Zhu - Initiate the package.

• 0.1.2 Xiurui Zhu - Update package documentation.

Author(s)

Xiurui Zhu

markovmix documentation built on May 29, 2024, 10:41 a.m.