Mixture Hidden Markov Models for Sequence Data: the seqHMM Package in RUpdated 8 months ago

Jouni Helske

Rendered from seqHMM.Rnw in seqHMM 2.2.0.
The main algorithms used in the seqHMM packageUpdated 8 months ago

Jouni Helske

Rendered from seqHMM_algorithms.Rnw in seqHMM 2.2.0.
Visualization tools in the seqHMM packageUpdated 8 months ago

Jouni Helske

Rendered from seqHMM_visualization.Rnw in seqHMM 2.2.0.
KFAS: Exponential Family State Space Models in RUpdated 1 years ago

Jouni Helske

Rendered from KFAS.Rnw in KFAS 1.6.0.
Efficient Bayesian generalized linear models with time-varying coefficientsUpdated 2 years ago

Jouni Helske

Rendered from walker.Rmd in walker 1.0.10.
$\psi$-APF for non-linear Gaussian state space modelsUpdated 3 years ago

Jouni Helske

Rendered from psi_pf.Rmd in bssm 2.0.3.
bssm: Bayesian Inference of Non-linear and Non-Gaussian State Space Models in RUpdated 3 years ago

Jouni Helske and Matti Vihola, University of Jyväskylä, Department of Mathematics and Statistics, Finland

Rendered from bssm.Rmd in bssm 2.0.3.
Diffusion models with bssmUpdated 3 years ago

Jouni Helske, University of Jyväskylä, Department of Mathematics and Statistics, Finland

Rendered from sde_model.Rmd in bssm 2.0.3.
Non-linear models with bssmUpdated 3 years ago

Jouni Helske, University of Jyväskylä, Department of Mathematics and Statistics, Finland

Rendered from growth_model.Rmd in bssm 2.0.3.
diagis: Diagnostic plot and multivariate summary statistics of weighted samples from importance samplingUpdated 5 years ago

Jouni Helske

Rendered from diagis.Rmd in diagis 0.2.3.
Examples and tips for estimating Markovian models with seqHMMUpdated 8 years ago

Jouni Helske

Rendered from seqHMM_estimation.Rnw in seqHMM 2.2.0.
ramcmc: Building blocks for Robust Adaptive Metropolis algorithmUpdated 9 years ago

| Jouni Helske | University of Jyväskylä, Department of Mathematics and Statistics, Finland

Rendered from ramcmc.Rmd in ramcmc 0.1.2.