Other packages > Find by keyword >

markovmix  

Mixture of Markov Chains with Support of Higher Orders and Multiple Sequences
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("markovmix", "0.1.3")



Attach the package and use:
library("markovmix")
Maintained by
Xiurui Zhu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-24
Latest Update: 2023-12-02
Description:
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.
How to cite:
Xiurui Zhu (2023). markovmix: Mixture of Markov Chains with Support of Higher Orders and Multiple Sequences. R package version 0.1.3, https://cran.r-project.org/web/packages/markovmix. Accessed 04 Jan. 2025.
Previous versions and publish date:
0.1.0 (2023-04-24 11:50), 0.1.1 (2023-04-25 23:50), 0.1.2 (2023-05-27 08:40)
Other packages that cited markovmix R package
View markovmix citation profile
Other R packages that markovmix depends, imports, suggests or enhances
Complete documentation for markovmix
Functions, R codes and Examples using the markovmix R package
Some associated functions: Extract.MarkovMix . MarkovMix-class . fit_markov_mix . get_counts . get_order . get_prior . get_prob . get_states . get_states_mat . markov_mix_ex . markovmix-package . predict.MarkovMix . print.MarkovMix . restate . 
Some associated R codes: RcppExports.R . data.R . markov_mix.R . markov_mix_utils.R . markovmix-package.R . utils.R .  Full markovmix package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

epubr  
Read EPUB File Metadata and Text
Provides functions supporting the reading and parsing of internal e-book content from EPUB files. T ...
Download / Learn more Package Citations See dependency  
VARMER  
Variational Merging
A new mathematical formulation to merge observed data with gridded images of environmental variables ...
Download / Learn more Package Citations See dependency  
ravedash  
Dashboard System for Reproducible Visualization of "iEEG"
Dashboard system to display the analysis results produced by 'RAVE' (Magnotti J.F., Wang Z., Beauch ...
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  
gggibbous  
Moon Charts, a Pie Chart Alternative
Moon charts are like pie charts except that the proportions are shown as crescent or gibbous portio ...
Download / Learn more Package Citations See dependency  
qualmap  
Opinionated Approach for Digitizing Semi-Structured Qualitative GIS Data
Provides a set of functions for taking qualitative GIS data, hand drawn on a map, and converting it ...
Download / Learn more Package Citations See dependency  

23,440

R Packages

202,297

Dependencies

63,567

Author Associations

23,434

Publication Badges

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