Sangwon Hyun

University of California System — United States

Mathematics · Physical Sciences

11h-index1.0kcitations23works0.02yr avg
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Research Topics

COVID-19 epidemiological studies(10), Data-Driven Disease Surveillance(9), Influenza Virus Research Studies(6), Marine and coastal ecosystems(5), Microbial Community Ecology and Physiology(5)

Publications23 total

Comment for “Data Fission: Splitting a Single Data Point”
Journal of the American Statistical Association·2025Open Access
Identification of microbial metabolic functional guilds from large genomic datasets
Frontiers in Microbiology·2023· 7 citedOpen Access
Modeling cell populations measured by flow cytometry with covariates using sparse mixture of regressions
The Annals of Applied Statistics·2023· 4 citedOpen Access
Ocean mover’s distance: using optimal transport for analysing oceanographic data
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences·2022· 13 citedOpen Access
A Bayesian approach to modeling phytoplankton population dynamics from size distribution time series
PLoS Computational Biology·2022· 6 citedOpen Access
An open repository of real-time COVID-19 indicators
Proceedings of the National Academy of Sciences·2021· 65 citedOpen Access
Can auxiliary indicators improve COVID-19 forecasting and hotspot prediction?
Proceedings of the National Academy of Sciences·2021· 47 citedOpen Access
Ocean Mover's Distance: Using Optimal Transport for Analyzing Oceanographic Data
arXiv (Cornell University)·2021Open Access
A flexible Bayesian approach to estimating size-structured matrix population models
2021· 1 citedOpen Access
An Open Repository of Real-Time COVID-19 Indicators
2021· 10 citedOpen Access
Can Auxiliary Indicators Improve COVID-19 Forecasting and Hotspot Prediction?
2021· 7 citedOpen Access
Post‐selection inference for changepoint detection algorithms with application to copy number variation data
Biometrics·2021· 11 citedOpen Access
Determining ecological provinces from optical cytometric data in the North Pacific Ocean
Ocean Sciences Meeting 2020·2020
An open challenge to advance probabilistic forecasting for dengue epidemics
Proceedings of the National Academy of Sciences·2019· 231 citedOpen Access
Collaborative efforts to forecast seasonal influenza in the United States, 2015–2016
Scientific Reports·2019· 140 citedOpen Access
Nonmechanistic forecasts of seasonal influenza with iterative one-week-ahead distributions
PLoS Computational Biology·2018· 84 citedOpen Access
Results from the second year of a collaborative effort to forecast influenza seasons in the United States
Epidemics·2018· 101 citedOpen Access
Exact post-selection inference for the generalized lasso path
Electronic Journal of Statistics·2018· 41 citedOpen Access
A human judgment approach to epidemiological forecasting
PLoS Computational Biology·2017· 71 citedOpen Access
Exact Post-Selection Inference for Changepoint Detection and Other Generalized Lasso Problems
arXiv (Cornell University)·2016· 7 citedOpen Access
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Frequent Co-authors

Ryan J. Tibshirani(14), Roni Rosenfeld(9), Jacob Bien(9), Logan Brooks(8), David Farrow(8), Jingjing Tang(4), Nat DeFries(4), Alden Green(4), Addison J. Hu(4), Daniel J. McDonald(4), Natalia L. Oliveira(4), James Sharpnack(4), Robert Tibshirani(4), Valérie Ventura(4), François Ribalet(4), Michael A. Johansson(3), Jeffrey Shaman(3), Matthew Biggerstaff(3), Larry Wasserman(3), Max G’Sell(3)