| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 418074 | Computational Statistics & Data Analysis | 2007 | 7 Pages |
Abstract
RLadyBug is an S4 package for the simulation, visualization and estimation of stochastic epidemic models in R. Maximum likelihood and Bayesian inference can be performed to estimate the parameters in a susceptible-exposed-infectious-recovered (SEIR) model, which is a stochastic model for describing a single outbreak of an infectious disease. The package is thus one step towards statistical software supporting parameter estimation, calculation of confidence intervals and hypothesis testing for transmission models.
Related Topics
Physical Sciences and Engineering
Computer Science
Computational Theory and Mathematics
Authors
Michael Höhle, Ulrike Feldmann,