A continuous time-and-state epidemic model fitted to ordinal categorical data observed on a lattice at discrete times

Abstract : We consider a spatio-temporal model to describe the spread of apple scab within an orchard composed of several plots. The model is defined on a regular lattice and evolves in continuous time. Based on ordinal categorical data observed only at some discrete instants, we adopt a continuous-time approach and apply a Bayesian framework for estimating unknown parameters.
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Article dans une revue
Journal of Agricultural, Biological, and Environmental Statistics, Springer Verlag, 2013, 〈10.1007/s13253-013-0138-x〉
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https://hal.archives-ouvertes.fr/hal-01209899
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Soumis le : vendredi 2 octobre 2015 - 22:13:07
Dernière modification le : mercredi 21 mars 2018 - 16:08:11

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Rémi Crété, Besnik Pumo, Samuel Soubeyrand, Valerie Caffier, Frederique Didelot. A continuous time-and-state epidemic model fitted to ordinal categorical data observed on a lattice at discrete times. Journal of Agricultural, Biological, and Environmental Statistics, Springer Verlag, 2013, 〈10.1007/s13253-013-0138-x〉. 〈hal-01209899〉

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