Research

2022
Collaborative Hubs: Making the Most of Predictive Epidemic Modeling

Collaborative Hubs: Making the Most of Predictive Epidemic Modeling

Reich, Lessler, Funk, Viboud, Vespignani, Tibshirani, Shea, Schienle, Runge, Rosenfeld, Ray, Niehus, Johnson, Johansson, Hochheiser, Gardner, Bracher, Borchering, Biggerstaff
American Journal of Public Health, 2022
2022
Smooth Multi-Period Forecasting with Application to Prediction of COVID-19 Cases
2021
Recalibrating Probabilistic Forecasts of Epidemics

Recalibrating Probabilistic Forecasts of Epidemics

Rumack, Tibshirani, Rosenfeld
Preprint, 2021
2021
Epidemic Tracking and Forecasting: Lessons Learned from a Tumultuous Year

Epidemic Tracking and Forecasting: Lessons Learned from a Tumultuous Year

Rosenfeld, Tibshirani
Proceedings of the National Academy of Sciences, 2021
2021
An Open Repository of Real-Time COVID-19 Indicators

An Open Repository of Real-Time COVID-19 Indicators

Reinhart, Brooks, Jahja, Rumack, Tang, Agrawal, Al Saeed, Arnold, Basu, Bien, Cabrera, Chin, Chua, Clark, Colquhoun, DeFries, Farrow, Forlizzi, Grabman, Gratzl, Green, Haff, Han, Harwood, Hu, Hyde, Hyun, Joshi, Kim, Kuznetsov, La Motte-Kerr, YJ Lee, K Lee, Lipton, Liu, Mackey, Mazaitis, McDonald, McGuinness, Narasimhan, O’Brien, Oliveira, Patil, Perer, Politsch, Rajanala, Rucker, Scott, Shah, Shankar, Sharpnack, Shemetov, Simon, Smith, Srivastava, Tan, R Tibshirani, Tuzhilina, Van Nortwick, Ventura, Wasserman, Weaver, Weiss, Whitman, Williams, Rosenfeld, RJ Tibshirani
Proceedings of the National Academy of Sciences, 2021
2021
Can Auxiliary Indicators Improve COVID-19 Forecasting and Hotspot Prediction?

Can Auxiliary Indicators Improve COVID-19 Forecasting and Hotspot Prediction?

McDonald, Bien, Green, Hu, DeFries, Hyun, Oliveira, Sharpnack, Tang, Tibshirani, Ventura, Wasserman, Tibshirani
Proceedings of the National Academy of Sciences, 2021
2021
The US COVID-19 Trends and Impact Survey: Continuous Real-Time Measurement of COVID-19 Symptoms, Risks, Protective Behaviors, Testing, and Vaccination

The US COVID-19 Trends and Impact Survey: 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
Proceedings of the National Academy of Sciences, 2021
2021
Causal Inference in the Time of COVID-19

Causal Inference in the Time of COVID-19

Bonvini, Kennedy, Ventura, Wasserman
arXiv, 2021
2019
Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights

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

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

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

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