Package: HMMmlselect 0.1.6
HMMmlselect: Determine the Number of States in Hidden Markov Models via Marginal Likelihood
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.
Authors:
HMMmlselect_0.1.6.tar.gz
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HMMmlselect.pdf |HMMmlselect.html✨
HMMmlselect/json (API)
| # Install 'HMMmlselect' in R: |
| install.packages('HMMmlselect', repos = c('https://dorminiakao.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 years agofrom:fd35b37ee5. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 23 2024 |
| R-4.5-win-x86_64 | NOTE | Oct 23 2024 |
| R-4.5-linux-x86_64 | NOTE | Oct 23 2024 |
| R-4.4-win-x86_64 | NOTE | Oct 23 2024 |
| R-4.4-mac-x86_64 | NOTE | Oct 23 2024 |
| R-4.4-mac-aarch64 | NOTE | Oct 23 2024 |
| R-4.3-win-x86_64 | NOTE | Oct 23 2024 |
| R-4.3-mac-x86_64 | NOTE | Oct 23 2024 |
| R-4.3-mac-aarch64 | NOTE | Oct 23 2024 |
Exports:check_para_validityestimateNormalizingConstfind_importance_functionfind_index_local_regionHMMfitHMMfittingHMMllHMMmlestimateHMMmlselectHMMrepsimHMMsimHMMsimulatell_un_normalized_hmm_gmlogmvNormdensitylogmvTdensitymultivariate_mixture_densityPlotHMMRobustBICsample_mixture
Dependencies:codaHiddenMarkovlatticeMASSMatrixMatrixModelsmclustmcmcMCMCpackmvtnormquantregRcppSparseMsurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Determine the number of states in hidden Markov models via marginal likelihood | HMMmlselect-package |
| check_para_validity | check_para_validity |
| estimateNormalizingConst | estimateNormalizingConst |
| find_importance_function | find_importance_function |
| find_index_local_region | find_index_local_region |
| HMMfit | HMMfit |
| HMMfitting | HMMfitting |
| HMMll | HMMll |
| HMMmlestimate | HMMmlestimate |
| HMMmlselect | HMMmlselect |
| HMMrepsim | HMMrepsim |
| HMMsim | HMMsim |
| HMMsimulate | HMMsimulate |
| ll_un_normalized_hmm_gm | ll_un_normalized_hmm_gm |
| logmvNormdensity | logmvNormdensity |
| logmvTdensity | logmvTdensity |
| multivariate_mixture_density | multivariate_mixture_density |
| PlotHMM | PlotHMM |
| RobustBIC | RobustBIC |
| sample_mixture | sample_mixture |
