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Modeling Infectious Disease Parameters Based on Serological and Social Contact Data

Modeling Infectious Disease Parameters Based on Serological and Social Contact Data

A Modern Statistical Perspective

by Philippe BeutelsMarc Aerts Niel Hens and others
Paperback
Publication Date: 15/10/2014

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Mathematical models for infectious diesease.- The static model.- The dynamic model.- The stochastic model.- Implementation of models in MATLAB.- Data sources for modelling infectious diseases.- Estimation from serological data.- Parametric models for teh prevalence and the force of infection.- Non-parametric approaches to model the prevalence and force of infection.- Semi-parametric approaches to model the prevalence and force of infection.- A Bayesian approach.- Modelling the prevalence and the force of infection direction from antibody levels.- Modelling multivariate serological data.- Estimation from other data sources.- Estimating mixing patterns and Ro in a heterogenous population.- Modelling in a homogeneous population.- Modelling in a heterogeneous population.- Modelling AIDS outbreak data.- Modelling hepatitis C among injection drug users.- Modelling dengue.- Modelling bovine herpes virus in cattle.
ISBN:
9781489987969
9781489987969
Category:
Epidemiology & medical statistics
Format:
Paperback
Publication Date:
15-10-2014
Language:
English
Publisher:
Springer
Country of origin:
United States
Dimensions (mm):
235x155mm
Weight:
0.49kg

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