Package: countHMM 0.1.0
countHMM: Penalized Estimation of Flexible Hidden Markov Models for Time Series of Counts
Provides tools for penalized estimation of flexible hidden Markov models for time series of counts w/o the need to specify a (parametric) family of distributions. These include functions for model fitting, model checking, and state decoding. For details, see Adam, T., Langrock, R., and Weiß, C.H. (2019): Penalized Estimation of Flexible Hidden Markov Models for Time Series of Counts. <arxiv:1901.03275>.
Authors:
countHMM_0.1.0.tar.gz
countHMM_0.1.0.zip(r-4.5)countHMM_0.1.0.zip(r-4.4)countHMM_0.1.0.zip(r-4.3)
countHMM_0.1.0.tgz(r-4.5-any)countHMM_0.1.0.tgz(r-4.4-any)countHMM_0.1.0.tgz(r-4.3-any)
countHMM_0.1.0.tar.gz(r-4.5-noble)countHMM_0.1.0.tar.gz(r-4.4-noble)
countHMM_0.1.0.tgz(r-4.4-emscripten)countHMM_0.1.0.tgz(r-4.3-emscripten)
countHMM.pdf |countHMM.html✨
countHMM/json (API)
| # Install 'countHMM' in R: |
| install.packages('countHMM', repos = c('https://timoadam.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 6 years agofrom:7030728a2f. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 28 2025 |
| R-4.5-win | OK | Feb 28 2025 |
| R-4.5-mac | OK | Feb 28 2025 |
| R-4.5-linux | OK | Feb 28 2025 |
| R-4.4-win | OK | Feb 28 2025 |
| R-4.4-mac | OK | Feb 28 2025 |
| R-4.3-win | OK | Feb 28 2025 |
| R-4.3-mac | OK | Feb 28 2025 |
Exports:fitModnLogLikeplotModplotObsplotRespn2pwpsRespw2pnstateDec
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| fitMod | fitMod |
| Penalized negative log-likelihood | nLogLike |
| plotMod | plotMod |
| plotObs | plotObs |
| Quantile-quantile and autocorrelation function plots of the pseudo-residuals. | plotRes |
| pn2pw | pn2pw |
| psRes | psRes |
| pw2pn | pw2pn |
| stateDec | stateDec |
