hmmTMB

hmmTMB-package

Fitting hidden Markov models using automatic differentiation and Laplace approximation, allowing for fast inference and flexible covariate effects (including random effects and smoothing splines) on model parameters. The package is described by Michelot (2022) <a href="https://arxiv.org/abs/2211.14139">arXiv:2211.14139</a>.

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Fitting hidden Markov models using automatic differentiation
and Laplace approximation, allowing for fast inference and flexible covariate
effects (including random effects and smoothing splines) on model parameters.
The package is described by Michelot (2022) <arXiv:2211.14139>.

Theo Michelot

Fit Hidden Markov Models using Template Model Builder

Richard Glennie

hmmTMB-package function

Maintainer: Theo Michelot <a href="/link/theo.michelot%40dal.ca?package=hmmTMB&version=1.0.2" data-mini-rdoc="hmmTMB::theo.michelot@dal.ca">theo.michelot@dal.ca</a>
Authors:<ul>
<li>Richard Glennie [contributor]</li>
</ul>

Author

Fitting hidden Markov models using automatic differentiation and Laplace approximation, allowing for fast inference and flexible covariate effects (including random effects and smoothing splines) on model parameters. The package is described by Michelot (2022) <a href='https://arxiv.org/abs/2211.14139'>arXiv:2211.14139</a>.

hmmTMB: Fit Hidden Markov Models using Template Model Builder — hmmTMB-package

Maintainer: Theo Michelot <a href='mailto:theo.michelot@dal.ca'>theo.michelot@dal.ca</a>
Authors:<ul>
<li>Richard Glennie [contributor]</li>
</ul>

hmmTMB-package: hmmTMB: Fit Hidden Markov Models using Template Model Builder

Description

Arguments

Author

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