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Handbook of Infectious Disease Data Analysis: Chapman & Hall/CRC Handbooks of Modern Statistical Methods

Editat de Leonhard Held, Niel Hens, Philip O'Neill, Jacco Wallinga
en Limba Engleză Paperback – 30 iun 2021
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






 















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Specificații

ISBN-13: 9781032087351
ISBN-10: 1032087358
Pagini: 566
Ilustrații: 50 Illustrations, black and white
Dimensiuni: 178 x 254 x 29 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Handbooks of Modern Statistical Methods


Cuprins



Introduction. Analysis of Outbreak Data. Analysis of Seroprevalence Data. Analysis of Surveillance Data. Additional Topics.

Notă biografică

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.






Recenzii

"One of the editors of the book, Jacco Wallinga, is heading the group at the Dutch Institute of Public Health and the Environment that does all of the statistical analyses to feed their director with information. The latter has had a strong influence on the policy our government chose . . . The book is well produced . . . " ~Paul Eilers, ISCB News

Descriere

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.