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Stochastic Epidemic Models with Inference
Taschenbuch von Tom Britton (u. a.)
Sprache: Englisch

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Beschreibung

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.

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.

Inhaltsverzeichnis
- Part I Stochastic Epidemics in a Homogeneous Community. - Introduction. - Stochastic Epidemic Models. - Markov Models. - General Closed Models. - Open Markov Models. - Part II Stochastic SIR Epidemics in Structured Populations. - Introduction. - Single Population Epidemics. - The Households Model. - A General Two-Level Mixing Model. - Part III Stochastic Epidemics in a Heterogeneous Community. - Introduction. - Random Graphs. - The Reproduction Number R0. - SIR Epidemics on Configuration Model Graphs. - Statistical Description of Epidemics Spreading on Networks: The Case of Cuban HIV. - Part IV Statistical Inference for Epidemic Processes in a Homogeneous Community. - Introduction. - Observations and Asymptotic Frameworks. - Inference for Markov Chain Epidemic Models. - Inference Based on the Diffusion Approximation of Epidemic Models.- Inference for Continuous Time SIR models.
Details
Erscheinungsjahr: 2019
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xviii
474 S.
11 s/w Illustr.
17 farbige Illustr.
474 p. 28 illus.
17 illus. in color.
ISBN-13: 9783030308995
ISBN-10: 3030308995
Sprache: Englisch
Herstellernummer: 978-3-030-30899-5
Redaktion: Britton, Tom
Pardoux, Etienne
Herausgeber: Tom Britton/Etienne Pardoux
Auflage: 1st ed. 2019
Hersteller: Springer
Springer, Berlin
Springer International Publishing
Abbildungen: XVIII, 474 p. 28 illus., 17 illus. in color.
Maße: 27 x 157 x 236 mm
Von/Mit: Tom Britton (u. a.)
Erscheinungsdatum: 01.12.2019
Gewicht: 0,75 kg
Artikel-ID: 117216671
Inhaltsverzeichnis
- Part I Stochastic Epidemics in a Homogeneous Community. - Introduction. - Stochastic Epidemic Models. - Markov Models. - General Closed Models. - Open Markov Models. - Part II Stochastic SIR Epidemics in Structured Populations. - Introduction. - Single Population Epidemics. - The Households Model. - A General Two-Level Mixing Model. - Part III Stochastic Epidemics in a Heterogeneous Community. - Introduction. - Random Graphs. - The Reproduction Number R0. - SIR Epidemics on Configuration Model Graphs. - Statistical Description of Epidemics Spreading on Networks: The Case of Cuban HIV. - Part IV Statistical Inference for Epidemic Processes in a Homogeneous Community. - Introduction. - Observations and Asymptotic Frameworks. - Inference for Markov Chain Epidemic Models. - Inference Based on the Diffusion Approximation of Epidemic Models.- Inference for Continuous Time SIR models.
Details
Erscheinungsjahr: 2019
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xviii
474 S.
11 s/w Illustr.
17 farbige Illustr.
474 p. 28 illus.
17 illus. in color.
ISBN-13: 9783030308995
ISBN-10: 3030308995
Sprache: Englisch
Herstellernummer: 978-3-030-30899-5
Redaktion: Britton, Tom
Pardoux, Etienne
Herausgeber: Tom Britton/Etienne Pardoux
Auflage: 1st ed. 2019
Hersteller: Springer
Springer, Berlin
Springer International Publishing
Abbildungen: XVIII, 474 p. 28 illus., 17 illus. in color.
Maße: 27 x 157 x 236 mm
Von/Mit: Tom Britton (u. a.)
Erscheinungsdatum: 01.12.2019
Gewicht: 0,75 kg
Artikel-ID: 117216671
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