| abc | Estimation by approximate Bayesian computation (ABC) |
| basic-probes | Some useful probes for partially-observed Markov processes |
| blowflies | Model for Nicholson's blowflies. |
| bsmc | The Liu and West Bayesian particle filter |
| bsplines | B-spline bases |
| builder | Write, compile, and build a pomp object using native codes |
| csnippet | C code snippets for accelerating computations |
| dacca | Model of cholera transmission for historic Bengal. |
| design | Design matrices for pomp calculations |
| eulermultinom | The Euler-multinomial distributions and Gamma white-noise... |
| example | Examples of the construction of POMP models |
| gompertz | Gompertz model with log-normal observations. |
| logmeanexp | The log-mean-exp trick |
| lowlevel | pomp low-level interface |
| measles | Historical childhood disease incidence data |
| mif | Maximum likelihood by iterated filtering |
| mif2 | IF2: Maximum likelihood by iterated, perturbed Bayes maps |
| nlf | Parameter estimation my maximum simulated quasi-likelihood... |
| ou2 | Two-dimensional discrete-time Ornstein-Uhlenbeck process |
| package | Inference for partially observed Markov processes |
| parmat | Create a matrix of parameters |
| particles-mif | Generate particles from the user-specified distribution. |
| pfilter | Particle filter |
| plugins | Plug-ins for state-process models |
| pmcmc | The particle Markov chain Metropolis-Hastings algorithm |
| pomp | Constructor of the basic POMP object |
| pomp-fun | Definition and methods of the "pomp.fun" class |
| pomp-methods | Functions for manipulating, displaying, and extracting... |
| probe | Probe a partially-observed Markov process by computing... |
| proposals | MCMC proposal distributions |
| ricker | Ricker model with Poisson observations. |
| rw2 | Two-dimensional random-walk process |
| sannbox | Simulated annealing with box constraints. |
| simulate-pomp | Simulations of a partially-observed Markov process |
| sir | Compartmental epidemiological models |
| spect | Power spectrum computation and spectrum-matching for... |
| traj-match | Parameter estimation by fitting the trajectory of a model's... |
