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:Timo Adam

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9 exports 0.00 score 0 dependencies 145 downloads

Last updated 5 years agofrom:7030728a2f. Checks:OK: 7. Indexed: yes.

Exports:fitModnLogLikeplotModplotObsplotRespn2pwpsRespw2pnstateDec

Dependencies: