Title
|
|
|
|
Simulation and analysis methods for stochastic compartmental epidemic models
|
|
Author
|
|
|
|
|
|
Abstract
|
|
|
|
This article considers simulation and analysis of incidence data using stochastic compartmental models in well-mixed populations. Several simulation approaches are described and compared. Thereafter, we provide an overview of likelihood estimation for stochastic models. We apply one such method to a real-life outbreak data set and compare models assuming different kinds of stochasticity. We also give references for other publications where detailed information on this topic can be found. |
|
|
Language
|
|
|
|
English
|
|
Source (journal)
|
|
|
|
Annual review of statistics and its application / Annual Reviews, Inc. - 2014, currens
|
|
Publication
|
|
|
|
Palo alto
:
Annual reviews
,
2021
|
|
ISSN
|
|
|
|
2326-8298
|
|
DOI
|
|
|
|
10.1146/ANNUREV-STATISTICS-061120-034438
|
|
Volume/pages
|
|
|
|
8
(2021)
, p. 69-88
|
|
ISI
|
|
|
|
000627718500004
|
|
Full text (Publisher's DOI)
|
|
|
|
|
|
Full text (open access)
|
|
|
|
|
|