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- Startseite
Bücher Englische Bücher Quantitative Methods for Investigating Infectious Disease Outbreaks
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Quantitative Methods for Investigating Infectious Disease Outbreaks
Ping Yan (Taschenbuch, Englisch)
Optischer Zustand
Beschreibung
This book provides a systematic treatment of the mathematical underpinnings of work in the theory of outbreak dynamics and their control, covering balanced perspectives between theory and practice including new material on contemporary topics in the field of infectious disease modelling. Specifically, it presents a unified mathematical framework linked to the distribution theory of non-negative… random variables; the many examples used in the text, are introduced and discussed in light of theoretical perspectives. The book is organized into 9 chapters: The first motivates the presentation of the material on subsequent chapters; Chapter 2-3 provides a review of basic concepts of probability and statistical models for the distributions of continuous lifetime data and the distributions of random counts and counting processes, which are linked to phenomenological models. Chapters 4 focuses on dynamic behaviors of a disease outbreak during the initial phase while Chapters 5-6 broadly cover compartment models to investigate the consequences of epidemics as the outbreak moves beyond the initial phase. Chapter 7 provides a transition between mostly theoretical topics in earlier chapters and Chapters 8 and 9 where the focus is on the data generating processes and statistical issues of fitting models to data as well as specific mathematical epidemic modeling applications, respectively. This book is aimed at a wide audience ranging from graduate students to established scientists from quantitatively-oriented fields of epidemiology, mathematics and statistics. The numerous examples and illustrations make understanding of the mathematics of disease transmission and control accessible. Furthermore, the examples and exercises, make the book suitable for motivated students in applied mathematics, either through a lecture course, or through self-study. This text could be used in graduate schools or special summer schools covering research problems in mathematical biology. 53,49 €
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Technische Daten
Erscheinungsdatum
30.08.2020
Sprache
Englisch
EAN
9783030219253
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Texts in Applied Mathematics
Sonderedition
Nein
Autor
Ping Yan
Seitenanzahl
354
Auflage
1st edition 2019
Einbandart
Taschenbuch
Schlagwörter
Disease Transmission Models, Infectious Disease Data, Epidemic Growth Scaling, Dynamic Epidemic Models, Statistical Inference in Disease Data, Infectious diseases, Epidemic investigation, Mathematical models, Stochastic processes, Statistical methods, Observational data, Adjustments for time-length biases
Thema-Inhalt
PBW - Angewandte Mathematik
PBWH - Mathematische Modellierung
TBJ - Mathematik für Ingenieure
PSAX - DV-gestützte Biologie/Bioinformatik
MJC - Krankheiten und Störungen
MBNS - Epidemiologie und medizinische Statistik
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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