1 citations · 2 across the 5 of their papers we have counts for
7 papers
Infectious disease surveillance needs for the United States: lessons from COVID-19
Marc Lipsitch, Mary T. Bassett, John S. Brownstein +27
The COVID-19 pandemic has highlighted the need to upgrade systems for infectious disease surveillance and forecasting and modeling of the spread of infection, both of which inform…
Comparison of Combination Methods to Create Calibrated Ensemble Forecasts for Seasonal Influenza in the U.S
Nutcha Wattanachit, Evan L. Ray, Thomas C. McAndrew +1
The characteristics of influenza seasons varies substantially from year to year, posing challenges for public health preparation and response. Influenza forecasting is used to info…
The Zoltar forecast archive: a tool to facilitate standardization and storage of interdisciplinary prediction research
Nicholas G Reich, Matthew Cornell, Evan L Ray +2
Forecasting has emerged as an important component of informed, data-driven decision-making in a wide array of fields. We introduce a new data model for probabilistic predictions th…
Infectious Disease Forecasting for Public Health
Stephen A Lauer, Alexandria C Brown, Nicholas G Reich
Forecasting transmission of infectious diseases, especially for vector-borne diseases, poses unique challenges for researchers. Behaviors of and interactions between viruses, vecto…
Aggregating predictions from experts: a scoping review of statistical methods, experiments, and applications
Thomas McAndrew, Nutcha Wattanachit, G. Casey Gibson +1
Forecasts support decision making in a variety of applications. Statistical models can produce accurate forecasts given abundant training data, but when data is sparse, rapidly cha…
The covariate-adjusted residual estimator and its use in both randomized trials and observational settings
Stephen A. Lauer, Nicholas G. Reich, Laura B. Balzer
We often seek to estimate the causal effect of an exposure on a particular outcome in both randomized and observational settings. One such estimation method is the covariate-adjust…