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Introduction to Particle Markov chain Monte Carlo (PMCMC)

Supplementary materials related to Endo et al. "Introduction to particle Markov-chain Monte Carlo for disease dynamics modellers" (https://doi.org/10.1016/j.epidem.2019.100363).

Main files

  • rwmodel.Rmd/.html

    Rmarkdown to reproduce the random-walk model example described in Section 2.1 of the paper.

  • pmcmcTutorial.Rmd/.html

    Quick overview of PMCMC with a few examples, including the Read-Frost model example (Section 3.1) in the paper.

  • dureauLibbi.Rmd/.html

    Dureau model example (Section 3.2) in the paper.

Licence

MIT

Authors

Akira Endo, Edwin van Leeuwen, Marc Baguelin