CRAN/E | spatPomp

spatPomp

Inference for Spatiotemporal Partially Observed Markov Processes

Installation

About

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. (2023) for further description of the package.

Citation spatPomp citation info
github.com/kidusasfaw/spatPomp
System requirements For Windows users, Rtools (see https://cran.r-project.org/bin/windows/Rtools/).
Bug report File report

Key Metrics

Version 0.34.2
R ≥ 4.1
Published 2024-02-18 62 days ago
Needs compilation? yes
License GPL-3
CRAN checks spatPomp results

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Maintainer

Maintainer

Edward Ionides

ionides@umich.edu

Authors

Kidus 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

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

spatPomp archive

Depends

pomp ≥ 5.4
R ≥ 4.1
methods

Imports

foreach
dplyr
tidyr
stringr
abind
rlang
magrittr
ggplot2

Suggests

doParallel ≥ 1.0.11
parallel
doRNG

LinkingTo

pomp