PDSIR: PDSIR: A package for fitting the stochastic SIR process with...

PDSIRR Documentation

PDSIR: A package for fitting the stochastic SIR process with incidence data with a data-augmentation MCMC algorithm that uses the piece-wise decoupled SIR process to proposes the latent data.

Description

The PDSIR package provides all the functions necessary to run the DA-MCMC algorithm and analyze the output.

PD-SIR

The function rprop_x generates a process from the PD-SIR which by construction is compatible with the observed incidence data.

DA-MCMC

The function run_DAMCMC runs the DA-MCMC algorithm.


rmorsomme/PDSIR documentation built on April 27, 2023, 2:56 p.m.