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HMMmlselect  

Determine the Number of States in Hidden Markov Models via Marginal Likelihood
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("HMMmlselect", "0.1.6")



Attach the package and use:
library("HMMmlselect")
Maintained by
Chu-Lan Michael Kao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-08
Latest Update: 2020-05-03
Description:
Provide functions to make estimate the number of states for a hidden Markov model (HMM) using marginal likelihood method proposed by the authors. See the Manual.pdf file a detail description of all functions, and a detail tutorial.
How to cite:
Chu-Lan Michael Kao (2019). HMMmlselect: Determine the Number of States in Hidden Markov Models via Marginal Likelihood. R package version 0.1.6, https://cran.r-project.org/web/packages/HMMmlselect. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.0 (2019-03-08 16:12), 0.1.1 (2019-05-30 13:10), 0.1.3 (2019-06-04 09:30), 0.1.4 (2019-06-05 15:40), 0.1.5 (2019-06-28 15:10), 0.1.6 (2020-05-03 07:00)
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Complete documentation for HMMmlselect
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