Comparison of Filtering Methods for the Modeling and Retrospective Forecasting of Influenza Epidemics

Real-time influenza forecasts during the 2012–2013 season

(2013) Jeffrey Shaman et al.   Nature Communications

Reassessing Google Flu Trends Data for Detection of Seasonal and Pandemic Influenza: A Comparative Epidemiological Study at Three Geographic Scales

(2013) Donald R. Olson et al.   PLoS Computational Biology

Tracking Epidemics With Google Flu Trends Data and a State-Space SEIR Model

(2012) Vanja Dukic et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Monitoring and prediction of an epidemic outbreak using syndromic observations

(2012) Alex Skvortsov et al.   MATHEMATICAL BIOSCIENCES

Forecasting seasonal outbreaks of influenza

(2012) J. Shaman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Iterated filtering

(2011) Edward L. Ionides et al.   ANNALS OF STATISTICS

Assessing Google Flu Trends Performance in the United States during the 2009 Influenza Virus A (H1N1) Pandemic

(2011) Samantha Cook et al.   PLoS One

Mechanistic modelling of the three waves of the 1918 influenza pandemic

(2011) DaiHai He et al.   Theoretical Ecology

Inference for Nonlinear Epidemiological Models Using Genealogies and Time Series

(2011) David A. Rasmussen et al.   PLoS Computational Biology

Predicting the Epidemic Sizes of Influenza A/H1N1, A/H3N2, and B: A Statistical Method

(2011) Edward Goldstein et al.   PLOS MEDICINE

Particle Markov chain Monte Carlo methods

(2010) Christophe Andrieu et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

A Non-Gaussian Ensemble Filter Update for Data Assimilation

(2010) Jeffrey L. Anderson   MONTHLY WEATHER REVIEW

Real-Time Epidemic Monitoring and Forecasting of H1N1-2009 Using Influenza-Like Illness from General Practice and Family Doctor Clinics in Singapore

(2010) Jimmy Boon Som Ong et al.   PLoS One

Absolute Humidity and the Seasonal Onset of Influenza in the Continental United States

(2010) Jeffrey Shaman et al.   PLOS BIOLOGY

Plug-and-play inference for disease dynamics: measles in large and small populations as a case study

(2009) D. He et al.   Journal of the Royal Society Interface

Particle Filtering in Geophysical Systems

(2009) Peter Jan van Leeuwen   MONTHLY WEATHER REVIEW

Comparison of Ensemble Kalman Filters under Non-Gaussianity

(2009) Jing Lei et al.   MONTHLY WEATHER REVIEW

Absolute humidity modulates influenza survival, transmission, and seasonality

(2009) J. Shaman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Obstacles to High-Dimensional Particle Filtering

(2008) Chris Snyder et al.   MONTHLY WEATHER REVIEW

Inapparent infections and cholera dynamics

(2008) Aaron A. King et al.   NATURE