Research

Bror F. Jönsson, Christopher L. Follett, Jacob Bien, Stephanie Dutkiewicz, Sangwon Hyun, Gemma Kulk, Gael Forget, Christian L. Müller, Marie-Fanny Racault, Christopher N. Hill, Thomas Jackson, Shubha Sathyendranath

Geoscientific Model Development (2023)

Modeling Cell Populations Measured By Flow Cytometry With Covariates Using Sparse Mixture of Regressions oceanography biology

Sangwon Hyun, Mattias Rolf Cape, François Ribalet, Jacob Bien

Annals of Applied Statistics (2023)

Ocean Mover’s Distance: Using Optimal Transport for Analyzing Oceanographic Data oceanography physics

Sangwon Hyun, Aditya Mishra, Christopher L. Follett Bror Jonsson, Gemma Kulk, Gael Forget, Marie-Fanny Racault, Thomas Jackson, Stephanie Dutkiewic, Christian L. Müller, and Jacob Bien

Proceedings of the Royal Society A (2022)

A Flexible Bayesian Approach to Estimating Size-structured Matrix Population Models oceanography biology

Kristof Glauninger, Jann Paul Mattern, Greg Britten, John Casey, Sangwon Hyun, Zhen Wu, E. Virginia Armbrust, Zaid Harchaoui, François Ribalet

PLOS Computational Biology (2021)

Post-selection Inference for Changepoint Detection Algorithms with Application to Copy Number Variation Data changepoint selectiveinference

Sangwon Hyun, Kevin Lin, Max G'Sell, Ryan Tibshirani

Biometrics (2020)

Exact Post-Selection Inference for the Generalized Lasso Path changepoint selectiveinference

Sangwon Hyun, Max G'Sell, Ryan Tibshirani

Electronic Journal of Statistics (2018)

Time Series Decomposition of Continuous Flow Cytometry Reveals Biogeographical Variation in Population-Specific Productivity of Small Phytoplankton biology oceanography

Fine tuning of TCR signaling via CD8αβ and PD-1 and the fate of autoreactive thymocytes during negative selection biology

Change Point Detection for Cell Populations Measured via Flow Cytometry changepoint oceanography

Defining 3-dimensional marine provinces with phytoplankton compositions changepoint biology

Mixtures of Neural Network Experts with Application to Phytoplankton Flow Cytometry Data oceanography biology

Subcellular proteome niche discovery using semi-supervised functional clustering oceanography biology

Trend Filtered Mixture of Experts for Automated Gating of High-Frequency Flow Cytometry Data oceanography biology

Identification of Microbial Metabolic Functional Guilds from Large Genomic Datasets oceanography biology

Density-based Approaches to Evaluate Biogeochemical Models by Satellite Derived Chlorophyll oceanography physics

Modeling Cell Populations Measured By Flow Cytometry With Covariates Using Sparse Mixture of Regressions oceanography biology

Ocean Mover’s Distance: Using Optimal Transport for Analyzing Oceanographic Data oceanography physics

A Flexible Bayesian Approach to Estimating Size-structured Matrix Population Models oceanography biology

Post-selection Inference for Changepoint Detection Algorithms with Application to Copy Number Variation Data changepoint selectiveinference

Exact Post-Selection Inference for the Generalized Lasso Path changepoint selectiveinference

An Open Repository of Real-Time COVID-19 Indicators disease

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

Nonmechanistic Forecasts of Seasonal Influenza with Iterative One-week-ahead Distributions disease

A Human Judgment Approach to Epidemiological Forecasting disease

Flexible Modeling of Epidemics with an Empirical Bayes Framework disease

Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil disease

Collaborative efforts to forecast seasonal influenza in the United States, 2015–2016 disease

Results from the Second Year of a Collaborative Effort to Forecast Influenza Seasons in the United States disease

An Open Challenge to Advance Probabilistic Forecasting for Dengue Epidemics disease