spatPomp: Inference for Spatiotemporal Partially Observed Markov Processes

Inference on panel data using spatiotemporal partially-observed Markov process (SpatPOMP) models. The 'spatPomp' package extends 'pomp' to include algorithms taking advantage of the spatial structure in order to assist with handling high dimensional processes. See Asfaw et al. (2024) <doi:10.48550/arXiv.2101.01157> for further description of the package.

Package details

AuthorKidus Asfaw [aut], Edward Ionides [cre, aut], Aaron A. King [aut], Allister Ho [ctb], Joonha Park [ctb], Jesse Wheeler [ctb], Jifan Li [ctb], Ning Ning [ctb], Haogao Gu [ctb]
MaintainerEdward Ionides <ionides@umich.edu>
LicenseGPL-3
Version0.35.0
URL https://github.com/kidusasfaw/spatPomp
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("spatPomp")

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spatPomp documentation built on June 22, 2024, 9:30 a.m.