• Corpus ID: 233738855

Partially observed Markov processes with spatial structure via the R package spatPomp

@inproceedings{Asfaw2021PartiallyOM,
  title={Partially observed Markov processes with spatial structure via the R package spatPomp},
  author={Kidus Asfaw and Joonha Park and Allister Ho and Aaron M. King and Edward L. Ionides},
  year={2021}
}
We address inference for a partially observed nonlinear non-Gaussian latent stochastic system comprised of interacting units. Each unit has a state, which may be discrete or continuous, scalar or vector valued. In biological applications, the state may represent a structured population or the abundances of a collection of species at a single location. Units can have spatial locations, allowing the description of spatially distributed interacting populations arising in ecology, epidemiology and…