Package: pomp Type: Package Title: Statistical Inference for Partially Observed Markov Processes Version: 6.4.0.1 Date: 2026-06-29 Authors@R: c(person(given=c("Aaron","A."),family="King",role=c("aut","cre"),email="kingaa@umich.edu",comment=c(ORCID="0000-0001-6159-3207")), person(given=c("Edward","L."),family="Ionides",role="aut",comment=c(ORCID="0000-0002-4190-0174")) , person(given="Carles",family="Bretó",role="aut",comment=c(ORCID="0000-0003-4695-4902")), person(given=c("Stephen","P."),family="Ellner",role="ctb",comment=c(ORCID="0000-0002-8351-9734")), person(given=c("Matthew","J."),family="Ferrari",role="ctb",comment=c(ORCID="0000-0001-5251-8168")), person(given="Sebastian",family="Funk",role="ctb",comment=c(ORCID="0000-0002-2842-3406")), person(given=c("Steven","G."),family="Johnson",role="ctb"), person(given=c("Bruce","E."),family="Kendall",role="ctb",comment=c(ORCID="0000-0003-1782-8106")), person(given=c("Michael"),family="Lavine",role="ctb"), person(given="Dao",family="Nguyen",role="ctb",comment=c(ORCID="0000-0003-2215-613X")), person(given=c("Eamon","B."),family="O'Dea",role="ctb",comment=c(ORCID="0000-0003-4748-683X")), person(given=c("Daniel","C."),family="Reuman",role="ctb"), person(given=c("Helen"),family="Wearing",role="ctb",comment=c(ORCID="0000-0002-9837-9797")), person(given=c("Simon","N."),family="Wood",role="ctb",comment=c(ORCID="0000-0002-2034-7453")) ) URL: https://kingaa.github.io/pomp/ Description: Tools for data analysis with partially observed Markov process (POMP) models (also known as stochastic dynamical systems, hidden Markov models, and nonlinear, non-Gaussian, state-space models). The package provides facilities for implementing POMP models, simulating them, and fitting them to time series data by a variety of frequentist and Bayesian methods. It is also a versatile platform for implementation of inference methods for general POMP models. Depends: R(>= 4.1.0) Imports: methods, stats, graphics, digest, mvtnorm, deSolve, coda, data.table Suggests: ggplot2, knitr, dplyr, tidyr, subplex, nloptr SystemRequirements: For Windows users, Rtools (see https://cran.r-project.org/bin/windows/Rtools/). License: GPL-3 LazyData: true BugReports: https://github.com/kingaa/pomp/issues/ Encoding: UTF-8 Roxygen: list(roclets = c("collate", "namespace", "rd")) Collate: 'package.R' 'pstop.R' 'undefined.R' 'csnippet.R' 'pomp_fun.R' 'parameter_trans.R' 'covariate_table.R' 'skeleton_spec.R' 'rprocess_spec.R' 'safecall.R' 'pomp_class.R' 'load.R' 'workhorses.R' 'continue.R' 'summary.R' 'prior_spec.R' 'dmeasure_spec.R' 'dprocess_spec.R' 'rmeasure_spec.R' 'rinit_spec.R' 'dinit_spec.R' 'templates.R' 'builder.R' 'pomp.R' 'probe.R' 'abc.R' 'accumulators.R' 'melt.R' 'kalman.R' 'pfilter.R' 'wpfilter.R' 'proposals.R' 'pmcmc.R' 'mif2.R' 'listie.R' 'simulate.R' 'spect.R' 'plot.R' 'bsmc2.R' 'as_data_frame.R' 'as_pomp.R' 'bake.R' 'basic_components.R' 'basic_probes.R' 'betabinom.R' 'blowflies.R' 'bsflu.R' 'bsplines.R' 'childhood.R' 'coef.R' 'conc.R' 'concat.R' 'cond_logLik.R' 'covmat.R' 'dacca.R' 'design.R' 'ebola.R' 'eff_sample_size.R' 'elementary_algorithms.R' 'emeasure_spec.R' 'estimation_algorithms.R' 'eulermultinom.R' 'extract.R' 'filter_mean.R' 'filter_traj.R' 'flow.R' 'forecast.R' 'gompertz.R' 'kf.R' 'probe_match.R' 'spect_match.R' 'nlf.R' 'trajectory.R' 'traj_match.R' 'objfun.R' 'loglik.R' 'logmeanexp.R' 'lookup.R' 'mcap.R' 'obs.R' 'ou2.R' 'parmat.R' 'parus.R' 'pomp_examp.R' 'pred_mean.R' 'pred_var.R' 'show.R' 'print.R' 'profile_design.R' 'resample.R' 'ricker.R' 'runif_design.R' 'rw2.R' 'sannbox.R' 'saved_states.R' 'sir.R' 'slice_design.R' 'sobol_design.R' 'spy.R' 'states.R' 'time.R' 'timezero.R' 'traces.R' 'transformations.R' 'userdata.R' 'verhulst.R' 'vmeasure_spec.R' 'window.R' 'wquant.R' Config/roxygen2/version: 8.0.0 Repository: https://kingaa.r-universe.dev Date/Publication: 2026-06-29 13:22:15 UTC RemoteUrl: https://github.com/kingaa/pomp RemoteRef: HEAD RemoteSha: 39de30a4eed34fa6aac30780e150c703cb75c733 NeedsCompilation: yes Packaged: 2026-06-29 15:41:30 UTC; root Author: Aaron A. King [aut, cre] (ORCID: ), Edward L. Ionides [aut] (ORCID: ), Carles Bretó [aut] (ORCID: ), Stephen P. Ellner [ctb] (ORCID: ), Matthew J. Ferrari [ctb] (ORCID: ), Sebastian Funk [ctb] (ORCID: ), Steven G. Johnson [ctb], Bruce E. Kendall [ctb] (ORCID: ), Michael Lavine [ctb], Dao Nguyen [ctb] (ORCID: ), Eamon B. O'Dea [ctb] (ORCID: ), Daniel C. Reuman [ctb], Helen Wearing [ctb] (ORCID: ), Simon N. Wood [ctb] (ORCID: ) Maintainer: Aaron A. King