Search Results for author: Aaron Rumack

Found 3 papers, 1 papers with code

Correcting for heterogeneity in real-time epidemiological indicators

no code implementations28 Sep 2023 Aaron Rumack, Roni Rosenfeld, F. William Townes

We describe the problem of spatial and temporal heterogeneity in these signals derived from these data sources, where spatial and/or temporal biases are present.

Parity Calibration

1 code implementation29 May 2023 Youngseog Chung, Aaron Rumack, Chirag Gupta

In a sequential regression setting, a decision-maker may be primarily concerned with whether the future observation will increase or decrease compared to the current one, rather than the actual value of the future observation.

Epidemiology regression +1

Recalibrating probabilistic forecasts of epidemics

no code implementations12 Dec 2021 Aaron Rumack, Ryan J. Tibshirani, Roni Rosenfeld

We apply this recalibration method to the 27 influenza forecasters in the FluSight Network and show that recalibration reliably improves forecast accuracy and calibration.

Cannot find the paper you are looking for? You can Submit a new open access paper.