Research and White Papers

2021
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Causal inference in the time of COVID-19

Bonvini, Kennedy, Ventura, Wasserman
ArXiv preprint, 2021
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2020
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Pancasting: forecasting epidemics from provisional data

Brooks
PhD thesis, 2020
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2019
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Kalman filter, sensor fusion, and constrained regression: equivalences and insights

Jahja, Farrow, Rosenfeld, Tibshirani
Neural Information Processing Systems, 2019
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2018
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Nonmechanistic forecasts of seasonal influenza with iterative one-week-ahead distributions

Brooks, Farrow, Hyun, Tibshirani, Rosenfeld
PLOS Computational Biology, 2018
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2017
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A human judgment approach to epidemiological forecasting

Farrow, Brooks, Hyun, Tibshirani, Burke, Rosenfeld
PLOS Computational Biology, 2017
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2016
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Modeling the past, present, and future of influenza

Farrow
PhD thesis, 2016
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2015
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Flexible modeling of epidemics with an empirical Bayes framework

Brooks, Farrow, Hyun, Tibshirani, Rosenfeld
PLOS Computational Biology, 2015
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2013
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Predicting the predictable

Rosenfeld
presentation, 2013
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2012
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A proposal for standardized evaluation of epidemiological models

Rosenfeld, Grefenstette, Burke
White paper, 2012
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