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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. <doi:10.48550/arXiv.1901.03275>.
| Version: | 0.1.0 |
| Published: | 2019-04-24 |
| DOI: | 10.32614/CRAN.package.countHMM |
| Author: | Timo Adam |
| Maintainer: | Timo Adam <timo.adam at uni-bielefeld.de> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | countHMM results |
| Reference manual: | countHMM.pdf |
| Package source: | countHMM_0.1.0.tar.gz |
| Windows binaries: | r-devel: countHMM_0.1.0.zip, r-release: countHMM_0.1.0.zip, r-oldrel: countHMM_0.1.0.zip |
| macOS binaries: | r-release (arm64): countHMM_0.1.0.tgz, r-oldrel (arm64): countHMM_0.1.0.tgz, r-release (x86_64): countHMM_0.1.0.tgz, r-oldrel (x86_64): countHMM_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.