[HTML][HTML] Modeling epidemic spread in transportation networks: A review

J Li, T **-andrew-lawson" data-clk="hl=sl&sa=T&ct=res&cd=3&d=3688541214125613463&ei=Hc_HZ42DJNq16rQPjs6rqQ8" data-clk-atid="l2FYB7FUMDMJ" target="_blank">Bayesian disease map**: hierarchical modeling in spatial epidemiology
AB Lawson - 2018 - taylorfrancis.com
Since the publication of the second edition, many new Bayesian tools and methods have
been developed for space-time data analysis, the predictive modeling of health outcomes …

Power-law models for infectious disease spread

S Meyer, L Held - 2014 - projecteuclid.org
Power-law models for infectious disease spread Page 1 The Annals of Applied Statistics 2014,
Vol. 8, No. 3, 1612–1639 DOI: 10.1214/14-AOAS743 © Institute of Mathematical Statistics, 2014 …

Inference in epidemic models without likelihoods

T McKinley, AR Cook, R Deardon - The International Journal of …, 2009 - degruyter.com
Likelihood-based inference for epidemic models can be challenging, in part due to
difficulties in evaluating the likelihood. The problem is particularly acute in models of large …

How to make predictions about future infectious disease risks

M Woolhouse - … Transactions of the Royal Society B …, 2011 - royalsocietypublishing.org
Formal, quantitative approaches are now widely used to make predictions about the
likelihood of an infectious disease outbreak, how the disease will spread, and how to control …

A hierarchical Bayesian network-based semi-mechanistic model for handling data variabilities in dynamical process systems

M Alauddin, F Khan, S Imtiaz, S Ahmed… - Computers & Chemical …, 2024 - Elsevier
This work presents a hierarchical Bayesian network-based model for handling dynamic
nature, data variabilities, and information fusion in a dynamical process system. The overall …

Bayesian analysis for emerging infectious diseases

CP Jewell, T Kypraios, P Neal, GO Roberts - 2009 - projecteuclid.org
Infectious diseases both within human and animal populations often pose serious health
and socioeconomic risks. From a statistical perspective, their prediction is complicated by …

Epidemic reconstruction in a phylogenetics framework: transmission trees as partitions of the node set

M Hall, M Woolhouse, A Rambaut - PLoS computational biology, 2015 - journals.plos.org
The use of genetic data to reconstruct the transmission tree of infectious disease epidemics
and outbreaks has been the subject of an increasing number of studies, but previous …