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Shan Yu
Shan Yu
Adresse e-mail validée de virginia.edu - Page d'accueil
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Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ...
Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022
250*2022
The United States COVID-19 forecast hub dataset
EY Cramer, Y Huang, Y Wang, EL Ray, M Cornell, J Bracher, A Brennen, ...
Scientific data 9 (1), 462, 2022
822022
Estimation and inference for generalized geoadditive models
S Yu, G Wang, L Wang, C Liu, L Yang
Journal of the American Statistical Association, 2019
482019
Nonparametric estimation and inference for spatiotemporal epidemic models
Y Wang, M Kim, S Yu, X Li, G Wang, L Wang
Journal of Nonparametric Statistics 34 (3), 683-705, 2022
46*2022
Genetic factors of Alzheimer’s disease modulate how diet is associated with long-term cognitive trajectories: a UK Biobank Study
BS Klinedinst, ST Le, B Larsen, C Pappas, NJ Hoth, A Pollpeter, Q Wang, ...
Journal of Alzheimer's Disease 78 (3), 1245-1257, 2020
222020
Comparing and integrating US COVID-19 daily data from multiple sources: a county-level dataset with local characteristics
G Wang, Z Gu, X Li, S Yu, M Kim, Y Wang, L Gao, L Wang
Journal of Applied Statistics, 2020
19*2020
Aging-related changes in fluid intelligence, muscle and adipose mass, and sex-specific immunologic mediation: A longitudinal UK Biobank study
BS Klinedinst, C Pappas, S Le, S Yu, Q Wang, L Wang, K Allenspach-Jorn, ...
Brain, behavior, and immunity 82, 396-405, 2019
192019
Multivariate spline estimation and inference for image-on-scalar regression
S Yu, G Wang, L Wang, L Yang
Statistica Sinica, 1463-1487, 2021
172021
Methods, challenges, and practical issues of COVID-19 projection: A data science perspective
M Kim, Z Gu, S Yu, G Wang, L Wang
Journal of Data Science 19 (2), 2021
82021
Walking in the light: how history of physical activity, sunlight, and vitamin D account for body fat—a UK Biobank Study
BS Klinedinst, NF Meier, B Larsen, Y Wang, S Yu, JP Mochel, S Le, T Wolf, ...
Obesity 28 (8), 1428-1437, 2020
52020
Modeling and forecasting COVID-19
L Wang, G Wang, X Li, S Yu, M Kim, Y Wang, Z Gu, L Gao
Notices of the American Mathematical Society 68 (04), 2021
42021
Nonparametric Regression for 3D Point Cloud Learning
X Li, S Yu, Y Wang, G Wang, L Wang, MJ Lai
Journal of Machine Learning Research 25, 1-56, 2024
22024
Fusion Learning of Functional Linear Regression with Application to Genotype-by-Environment Interaction Studies
S Yu, AM Kusmec, L Wang, D Nettleton
Journal of Agricultural, Biological and Environmental Statistics 28 (3), 401-422, 2023
12023
Challenges of COVID-19 Case Forecasting in the US, 2020-2021 (preprint)
V Lopez, EY Cramer, R Pagano, JM Drake, EB O'Dea, BP Linas, T Ayer, ...
1*2023
Discussion of “Evaluate the risk of resumption of business for the states of New York, New Jersey and Connecticut via a pre-symptomatic and asymptomatic transmission model of …
S Yu, G Wang, L Wang
Journal of Data Science 19 (2), 2021
12021
Spatiotemporal Autoregressive Partially Linear Varying Coefficient Models
S Yu, Y Wang, L Wang, L Gao
Statistica Sinica, 2021
12021
Spatial Heterogeneous Additive Partial Linear Model: A Joint Approach of Bivariate Spline and Forest Lasso
X Zhang, S Yu, Z Zhu, X Wang
arXiv preprint arXiv:2404.11579, 2024
2024
spVC for the detection and interpretation of spatial gene expression variation
S Yu, W Li
Genome Biology 25, 2024
2024
TSSS: A Novel Triangulated Spherical Spline Smoothing for Surface-based Data
Z Gu, S Yu, G Wang, MJ Lai, L Wang
arXiv preprint arXiv:2403.05644, 2024
2024
Model estimation, identification and inference for next-generation functional data and spatial data
S Yu
Iowa State University, 2020
2020
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