Research
2021
Continuous Real-Time Measurement of COVID-19 Symptoms, Risks, Protective Behaviors, Testing and Vaccination
Salomon, Reinhart, Bilinski, Chua, La Motte-Kerr, Rönn, Reitsma, Morris, LaRocca, Farag, Kreuter, Rosenfeld, Tibshirani
medRxiv, 2021
2021
An Open Repository of Real-Time COVID-19 Indicators
Reinhart, Brooks, Jahja, Rumack, Tang, Al Saeed, Arnold, Basu, Bien, Cabrera, Chin, Chua, Clark, DeFries, Forlizzi, Gratzl, Green, Haff, Han, Hu, Hyun, Joshi, Kim, Kuznetsov, La Motte-Kerr, Jin Lee, Lee, Lipton, Liu, Mackey, Mazaitis, McDonald, Narasimhan, Oliveira, Patil, Perer, Politsch, Rajanala, Rucker, Shah, Shankar, Sharpnack, Shemetov, Simon, Srivastava, Tan, Tibshirani, Tuzhilina, Van Nortwick, Ventura, Wasserman, Weiss, Williams, Rosenfeld, Tibshirani
medRxiv, 2021
2021
Can Auxiliary Indicators Improve COVID-19 Forecasting and Hotspot Prediction?
McDonald, Bien, Green, Hu, DeFries, Hyun, Oliveira, Sharpnack, Tang, Tibshirani, Ventura, Wasserman, Tibshirani
medRxiv, 2021
2021
2019
Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights
Jahja, Farrow, Rosenfeld, Tibshirani
Neural Information Processing Systems, 2019
2018
Nonmechanistic Forecasts of Seasonal Influenza with Iterative One-Week-Ahead Distributions
Brooks, Farrow, Hyun, Tibshirani, Rosenfeld
PLOS Computational Biology, 2018
2017
A Human Judgment Approach to Epidemiological Forecasting
Farrow, Brooks, Hyun, Tibshirani, Burke, Rosenfeld
PLOS Computational Biology, 2017
2015
Flexible Modeling of Epidemics with an Empirical Bayes Framework
Brooks, Farrow, Hyun, Tibshirani, Rosenfeld
PLOS Computational Biology, 2015
2012
A Proposal for Standardized Evaluation of Epidemiological Models
Rosenfeld, Grefenstette, Burke
White paper, 2012