Handbook of Infectious Disease Data Analysis
Seiten
2021
Chapman & Hall/CRC (Verlag)
978-1-032-08735-1 (ISBN)
Chapman & Hall/CRC (Verlag)
978-1-032-08735-1 (ISBN)
There are many books on infectious disease epidemiology with an emphasis on mathematical modelling, but less so on dataanalytic aspects. This provides a unique and comprehensive account of state-of-the-art methodology for analysis of infectious disease data.
Recent years have seen an explosion in new kinds of data on infectious diseases, including data on social contacts, whole genome sequences of pathogens, biomarkers for susceptibility to infection, serological panel data, and surveillance data. The Handbook of Infectious Disease Data Analysis provides an overview of many key statistical methods that have been developed in response to such new data streams and the associated ability to address key scientific and epidemiological questions. A unique feature of the Handbook is the wide range of topics covered.
Key features
Contributors include many leading researchers in the field
Divided into four main sections: Basic concepts, Analysis of Outbreak Data, Analysis of Seroprevalence Data, Analysis of Surveillance Data
Numerous case studies and examples throughout
Provides both introductory material and key reference material
Recent years have seen an explosion in new kinds of data on infectious diseases, including data on social contacts, whole genome sequences of pathogens, biomarkers for susceptibility to infection, serological panel data, and surveillance data. The Handbook of Infectious Disease Data Analysis provides an overview of many key statistical methods that have been developed in response to such new data streams and the associated ability to address key scientific and epidemiological questions. A unique feature of the Handbook is the wide range of topics covered.
Key features
Contributors include many leading researchers in the field
Divided into four main sections: Basic concepts, Analysis of Outbreak Data, Analysis of Seroprevalence Data, Analysis of Surveillance Data
Numerous case studies and examples throughout
Provides both introductory material and key reference material
Leonhard Held is Professor of Biostatistics at the University of Zurich. Niel Hens is Professor of Biostatistics at Hasselt University and the University of Antwerp. Philip O’Neill is Professor of Applied Probability at the University of Nottingham. Jacco Wallinga is Professor of Mathematical Modelling of Infectious Diseases at the Leiden University Medical Center.
Introduction. Analysis of Outbreak Data. Analysis of Seroprevalence Data. Analysis of Surveillance Data. Additional Topics.
| Erscheinungsdatum | 01.07.2021 |
|---|---|
| Reihe/Serie | Chapman & Hall/CRC Handbooks of Modern Statistical Methods |
| Zusatzinfo | 50 Illustrations, black and white |
| Sprache | englisch |
| Maße | 178 x 254 mm |
| Gewicht | 453 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Mathematik / Informatik ► Mathematik | |
| Studium ► Querschnittsbereiche ► Infektiologie / Immunologie | |
| ISBN-10 | 1-032-08735-8 / 1032087358 |
| ISBN-13 | 978-1-032-08735-1 / 9781032087351 |
| Zustand | Neuware |
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Buch | Softcover (2023)
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