Related references
Note: Only part of the references are listed.Even a good influenza forecasting model can benefit from internet-based nowcasts, but those benefits are limited
Dave Osthus et al.
PLOS COMPUTATIONAL BIOLOGY (2019)
Assessing the performance of real-time epidemic forecasts: A case study of Ebola in the Western Area region of Sierra Leone, 2014-15
Sebastian Funk et al.
PLOS COMPUTATIONAL BIOLOGY (2019)
A collaborative multiyear, multimodel assessment of seasonal influenza forecasting in the United States
Nicholas G. Reich et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)
Dynamic Bayesian Influenza Forecasting in the United States with Hierarchical Discrepancy (with Discussion)
Dave Osthus et al.
BAYESIAN ANALYSIS (2019)
Statistical and Machine Learning forecasting methods: Concerns and ways forward
Spyros Makridakis et al.
PLOS ONE (2018)
Results from the second year of a collaborative effort to forecast influenza seasons in the United States
Matthew Biggerstaff et al.
EPIDEMICS (2018)
Prediction of infectious disease epidemics via weighted density ensembles
Evan L. Ray et al.
PLOS COMPUTATIONAL BIOLOGY (2018)
Nonmechanistic forecasts of seasonal influenza with iterative one-week-ahead distributions
Logan C. Brooks et al.
PLOS COMPUTATIONAL BIOLOGY (2018)
Seasonal Incidence of Symptomatic Influenza in the United States
Jerome I. Tokars et al.
CLINICAL INFECTIOUS DISEASES (2018)
Forecasting at Scale
Sean J. Taylor et al.
AMERICAN STATISTICIAN (2018)
Spatio-Temporal Analysis of Epidemic Phenomena Using the R Package surveillance
Sebastian Meyer et al.
JOURNAL OF STATISTICAL SOFTWARE (2017)
Probabilistic forecasting in infectious disease epidemiology: the 13th Armitage lecture
Leonhard Held et al.
STATISTICS IN MEDICINE (2017)
Infectious disease prediction with kernel conditional density estimation
Evan L. Ray et al.
STATISTICS IN MEDICINE (2017)
TheglarmaPackage for Observation-Driven Time Series Regression of Counts
William T. M. Dunsmuir et al.
Journal of Statistical Software (2015)
Forecasting the 2013-2014 Influenza Season Using Wikipedia
Kyle S. Hickmann et al.
PLOS COMPUTATIONAL BIOLOGY (2015)
Flexible Modeling of Epidemics with an Empirical Bayes Framework
Logan C. Brooks et al.
PLOS COMPUTATIONAL BIOLOGY (2015)
Beta Regression inR
Francisco Cribari-Neto et al.
Journal of Statistical Software (2015)
BETA REGRESSION FOR TIME SERIES ANALYSIS OF BOUNDED DATA, WITH APPLICATION TO CANADA GOOGLE® FLU TRENDS
Annamaria Guolo et al.
ANNALS OF APPLIED STATISTICS (2014)
A systematic review of studies on forecasting the dynamics of influenza outbreaks
Elaine O. Nsoesie et al.
INFLUENZA AND OTHER RESPIRATORY VIRUSES (2014)
Influenza Forecasting in Human Populations: A Scoping Review
Jean-Paul Chretien et al.
PLOS ONE (2014)
Probabilistic Forecasting
Tilmann Gneiting et al.
ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 1 (2014)
Modeling seasonality in space-time infectious disease surveillance data
Leonhard Held et al.
BIOMETRICAL JOURNAL (2012)
Forecasting seasonal outbreaks of influenza
Jeffrey Shaman et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2012)
Predictive assessment of a non-linear random effects model for multivariate time series of infectious disease counts
M. Paul et al.
STATISTICS IN MEDICINE (2011)
Estimating the impact of school closure on social mixing behaviour and the transmission of close contact infections in eight European countries
Niel Hens et al.
BMC INFECTIOUS DISEASES (2009)
Beta autoregressive moving average models
Andrea V. Rocha et al.
TEST (2009)
Automatic time series forecasting: The forecast package for R
Rob J. Hyndman et al.
JOURNAL OF STATISTICAL SOFTWARE (2008)
Probabilistic forecasts, calibration and sharpness
Tilmann Gneiting et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2007)
Strictly proper scoring rules, prediction, and estimation
Tilmann Gneiting et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2007)
A statistical framework for the analysis of multivariate infectious disease surveillance counts
L Held et al.
STATISTICAL MODELLING (2005)
Share Paper
