Stochastic Epidemic Models with Inference - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Stochastic Epidemic Models with Inference write by Tom Britton. This book was released on 2019-11-30. Stochastic Epidemic Models with Inference available in PDF, EPUB and Kindle. Focussing on stochastic models for the spread of infectious diseases in a human population, this book is the outcome of a two-week ICPAM/CIMPA school on "Stochastic models of epidemics" which took place in Ziguinchor, Senegal, December 5–16, 2015. The text is divided into four parts, each based on one of the courses given at the school: homogeneous models (Tom Britton and Etienne Pardoux), two-level mixing models (David Sirl and Frank Ball), epidemics on graphs (Viet Chi Tran), and statistics for epidemic models (Catherine Larédo). The CIMPA school was aimed at PhD students and Post Docs in the mathematical sciences. Parts (or all) of this book can be used as the basis for traditional or individual reading courses on the topic. For this reason, examples and exercises (some with solutions) are provided throughout.
Stochastic Epidemic Models with Inference
Stochastic Epidemic Models with Inference - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Stochastic Epidemic Models with Inference write by Tom Britton. This book was released on 2019-12-01. Stochastic Epidemic Models with Inference available in PDF, EPUB and Kindle. Focussing on stochastic models for the spread of infectious diseases in a human population, this book is the outcome of a two-week ICPAM/CIMPA school on "Stochastic models of epidemics" which took place in Ziguinchor, Senegal, December 5–16, 2015. The text is divided into four parts, each based on one of the courses given at the school: homogeneous models (Tom Britton and Etienne Pardoux), two-level mixing models (David Sirl and Frank Ball), epidemics on graphs (Viet Chi Tran), and statistics for epidemic models (Catherine Larédo). The CIMPA school was aimed at PhD students and Post Docs in the mathematical sciences. Parts (or all) of this book can be used as the basis for traditional or individual reading courses on the topic. For this reason, examples and exercises (some with solutions) are provided throughout.
Stochastic Epidemic Models with Inference
Stochastic Epidemic Models with Inference - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Stochastic Epidemic Models with Inference write by Tom Britton. This book was released on 2019. Stochastic Epidemic Models with Inference available in PDF, EPUB and Kindle. Focussing on stochastic models for the spread of infectious diseases in a human population, this book is the outcome of a two-week ICPAM/CIMPA school on "Stochastic models of epidemics" which took place in Ziguinchor, Senegal, December 5-16, 2015. The text is divided into four parts, each based on one of the courses given at the school: homogeneous models (Tom Britton and Etienne Pardoux), two-level mixing models (David Sirl and Frank Ball), epidemics on graphs (Viet Chi Tran), and statistics for epidemic models (Catherine Larédo). The CIMPA school was aimed at PhD students and Post Docs in the mathematical sciences. Parts (or all) of this book can be used as the basis for traditional or individual reading courses on the topic. For this reason, examples and exercises (some with solutions) are provided throughout.
Stochastic Epidemic Models and Their Statistical Analysis
Stochastic Epidemic Models and Their Statistical Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Stochastic Epidemic Models and Their Statistical Analysis write by Hakan Andersson. This book was released on 2012-12-06. Stochastic Epidemic Models and Their Statistical Analysis available in PDF, EPUB and Kindle. 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.
Bayesian Inference for Stochastic Epidemic Models
Bayesian Inference for Stochastic Epidemic Models - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Bayesian Inference for Stochastic Epidemic Models write by Philip Robert Giles. This book was released on 2005. Bayesian Inference for Stochastic Epidemic Models available in PDF, EPUB and Kindle.
