Bayesian uncertainty quantification for transmissibility of influenza, norovirus and Ebola using information geometry

Ebola Virus Disease among Male and Female Persons in West Africa

(2016)   NEW ENGLAND JOURNAL OF MEDICINE

Markov Chain Monte Carlo from Lagrangian Dynamics

(2015) Shiwei Lan et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Real-time growth rate for general stochastic SIR epidemics on unclustered networks

(2015) Lorenzo Pellis et al.   MATHEMATICAL BIOSCIENCES

Modeling infectious disease dynamics in the complex landscape of global health

(2015) H. Heesterbeek et al.   SCIENCE

Four key challenges in infectious disease modelling using data from multiple sources

(2015) Daniela De Angelis et al.   Epidemics

Hamiltonian Monte Carlo methods for efficient parameter estimation in steady state dynamical systems

(2014) Andrei Kramer et al.   BMC BIOINFORMATICS

Epidemiological dynamics of Ebola outbreaks

(2014) Thomas House   eLife

Effectiveness of neuraminidase inhibitors in reducing mortality in patients admitted to hospital with influenza A H1N1pdm09 virus infection: a meta-analysis of individual participant data

(2014) Stella G Muthuri et al.   Lancet Respiratory Medicine

Riemann manifold Langevin and Hamiltonian Monte Carlo methods

(2011) Mark Girolami et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Relationship Between Clinical Signs and Transmission of an Infectious Disease and the Implications for Control

(2011) B. Charleston et al.   SCIENCE

The impact of school holidays on the social mixing patterns of school children

(2011) Ken T.D. Eames et al.   Epidemics

Statistical analysis of nonlinear dynamical systems using differential geometric sampling methods

(2011) B. Calderhead et al.   Interface Focus

Mitigation Strategies for Pandemic Influenza A: Balancing Conflicting Policy Objectives

(2011) T. Déirdre Hollingsworth et al.   PLoS Computational Biology

A Norovirus Vaccine on the Horizon?

(2010) Jan Vinjé   JOURNAL OF INFECTIOUS DISEASES

Vaccination against pandemic influenza A/H1N1v in England: A real-time economic evaluation

(2010) Marc Baguelin et al.   VACCINE

Estimating the impact of school closure on social mixing behaviour and the transmission of close contact infections in eight European countries

(2009) Niel Hens et al.   BMC INFECTIOUS DISEASES

Examples of Adaptive MCMC

(2009) Gareth O. Roberts et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Incubation periods of acute respiratory viral infections: a systematic review

(2009) Justin Lessler et al.   LANCET INFECTIOUS DISEASES

Closure of schools during an influenza pandemic

(2009) Simon Cauchemez et al.   LANCET INFECTIOUS DISEASES

Time Lines of Infection and Disease in Human Influenza: A Review of Volunteer Challenge Studies

(2008) Fabrice Carrat et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY