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-4.7)countHMM_0.1.0.zip(r-4.6)countHMM_0.1.0.zip(r-4.5)
countHMM_0.1.0.tgz(r-4.6-any)countHMM_0.1.0.tgz(r-4.5-any)
countHMM_0.1.0.tar.gz(r-4.7-any)countHMM_0.1.0.tar.gz(r-4.6-any)
countHMM_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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 from:7030728a2f. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 162 | ||
| source / vignettes | OK | 148 | ||
| linux-release-x86_64 | OK | 98 | ||
| macos-release-arm64 | OK | 191 | ||
| macos-oldrel-arm64 | OK | 227 | ||
| windows-devel | OK | 71 | ||
| windows-release | OK | 66 | ||
| windows-oldrel | OK | 86 | ||
| wasm-release | OK | 78 |
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 |
