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Handbook of Infectious Disease Data Analysis

Edited by: Leonhard Held , Niel Hens , Philip O’Neill , Jacco Wallinga

Print publication date:  November  2019
Online publication date:  November  2019

Print ISBN: 9781138626713
eBook ISBN: 9781315222912
Adobe ISBN:

10.1201/9781315222912
 Cite  Marc Record

Book description

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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Table of contents

Prelims Download PDF
Chapter  1:  Introduction Download PDF
Chapter  2:  Population Dynamics of Pathogens Download PDF
Chapter  3:  Infectious Disease Data from Surveillance, Outbreak Investigation, and Epidemiological Studies Download PDF
Chapter  4:  Key Concepts in Infectious Disease Epidemiology Download PDF
Chapter  5:  Key Parameters in Infectious Disease Epidemiology Download PDF
Chapter  6:  Contact Patterns for Contagious Diseases Download PDF
Chapter  7:  Basic Stochastic Transmission Models and Their Inference Download PDF
Chapter  8:  Analysis of Vaccine Studies and Causal Inference Download PDF
Chapter  9:  Markov Chain Monte Carlo Methods for Outbreak Data Download PDF
Chapter  10:  Approximate Bayesian Computation Methods for Epidemic Models Download PDF
Chapter  11:  Iterated Filtering Methods for Markov Process Epidemic Models Download PDF
Chapter  12:  Pairwise Survival Analysis of Infectious Disease Transmission Data Download PDF
Chapter  13:  Methods for Outbreaks Using Genomic Data Download PDF
Chapter  14:  Persistence of Passive Immunity, Natural Immunity (and Vaccination) Download PDF
Chapter  15:  Inferring the Time of Infection from Serological Data Download PDF
Chapter  16:  The Use of Seroprevalence Data to Estimate Cumulative Incidence of Infection Download PDF
Chapter  17:  The Analysis of Serological Data with Transmission Models Download PDF
Chapter  18:  The Analysis of Multivariate Serological Data Download PDF
Chapter  19:  Mixture Modeling Download PDF
Chapter  20:  Modeling Infectious Disease Distributions: Applications of Point Process Methods Download PDF
Chapter  21:  Prospective Detection of Outbreaks Download PDF
Chapter  22:  Underreporting and Reporting Delays Download PDF
Chapter  23:  Spatio-Temporal Analysis of Surveillance Data Download PDF
Chapter  24:  Analysing Multiple Epidemic Data Sources Download PDF
Chapter  25:  Forecasting Based on Surveillance Data Download PDF
Chapter  26:  Spatial Mapping of Infectious Disease Risk Download PDF
Index Download PDF
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