Stochastic Epidemic Models and Their Statistical Analysis PDF
By:Hakan Andersson,Tom Britton
Published on 2012-12-06 by Springer Science & Business Media
DOWNLOAD HERE
The present lecture notes describe stochastic epidemic models and methods for their statistical analysis. Our aim is to present ideas for such models, and methods for their analysis; along the way we make practical use of several probabilistic and statistical techniques. This will be done without focusing on any specific disease, and instead rigorously analyzing rather simple models. The reader of these lecture notes could thus have a two-fold purpose in mind: to learn about epidemic models and their statistical analysis, and/or to learn and apply techniques in probability and statistics. The lecture notes require an early graduate level knowledge of probability and They introduce several techniques which might be new to students, but our statistics. intention is to present these keeping the technical level at a minlmum. Techniques that are explained and applied in the lecture notes are, for example: coupling, diffusion approximation, random graphs, likelihood theory for counting processes, martingales, the EM-algorithm and MCMC methods. The aim is to introduce and apply these techniques, thus hopefully motivating their further theoretical treatment. A few sections, mainly in Chapter 5, assume some knowledge of weak convergence; we hope that readers not familiar with this theory can understand the these parts at a heuristic level. The text is divided into two distinct but related parts: modelling and estimation.
This Book was ranked at 12 by Google Books for keyword epidemiology infection journal.
Book ID of Stochastic Epidemic Models and Their Statistical Analysis's Books is hTX2BwAAQBAJ, Book which was written byHakan Andersson,Tom Brittonhave ETAG "iGXc2PwxPBI"
Book which was published by Springer Science & Business Media since 2012-12-06 have ISBNs, ISBN 13 Code is 9781461211587 and ISBN 10 Code is 1461211581
Reading Mode in Text Status is false and Reading Mode in Image Status is true
Book which have "156 Pages" is Printed at BOOK under CategoryMathematics
Book was written in en
eBook Version Availability Status at PDF is true and in ePub is false
Book Preview
DOWNLOAD HERE
Download Stochastic Epidemic Models and Their Statistical Analysis PDF Free
Download Stochastic Epidemic Models and Their Statistical Analysis Book Free
Download Stochastic Epidemic Models and Their Statistical Analysis Free
Download Stochastic Epidemic Models and Their Statistical Analysis PDF
Download Stochastic Epidemic Models and Their Statistical Analysis Book
How to Download Stochastic Epidemic Models and Their Statistical Analysis Book
How to Download Stochastic Epidemic Models and Their Statistical Analysis
How to Download Stochastic Epidemic Models and Their Statistical Analysis pdf
How to Download Stochastic Epidemic Models and Their Statistical Analysis free
Free Download Stochastic Epidemic Models and Their Statistical Analysis
No comments:
Post a Comment