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Shuoyang Wang
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Year
Estimation of the mean function of functional data via deep neural networks
S Wang, G Cao, Z Shang, Alzheimer's Disease Neuroimaging Initiative
Stat 10 (1), e393, 2021
182021
Deep Neural Network Classifier for Multi‐Dimensional Functional Data
S Wang, G Cao, Z Shang, ADN Initiative, MW Weiner, P Aisen, R Petersen, ...
Scandinavian Journal of Statistics 50 (3), 2023
72023
Optimal Classification for Functional Data
S Wang, Z Shang, G Cao, SJ Liu
Statistica Sinica 34 (3), 2022
72022
Disentangling racial/ethnic and income disparities of food retail Environments: Impacts on adult obesity prevalence
Y Li, S Wang, G Cao, D Li, BP Ng
Applied Geography 137, 102607, 2021
52021
Empirical Likelihood Ratio Tests for Varying Coefficient Geo Models
S Wang, H Wang, Y Zhao, G Cao, Y Li
Statistica Sinica 33 (4), 2021
52021
Estimation and inference for functional linear regression models with partially varying regression coefficients
G Cao, S Wang, L Wang
Stat 9 (1), e286, 2020
52020
Robust Deep Neural Network Estimation for Multi-dimensional Functional Data
S Wang, G Cao
Electronic Journal of Statistics 16 (2), 6464-6488, 2022
32022
Minimax Optimal High‐Dimensional Classification using Deep Neural Networks
S Wang, Z Shang
Stat 11 (1), e482, 2022
22022
Multiclass classification for multidimensional functional data through deep neural networks
S Wang, G Cao
Electronic Journal of Statistics 18 (1), 1248-1292, 2024
12024
Review on functional data classification
S Wang, Y Huang, G Cao
Wiley Interdisciplinary Reviews: Computational Statistics 16 (1), e1638, 2024
12024
Upper airway thermoregulation during singing warm-up
MJ Sandage, S Wang, G Cao
Journal of Voice 35 (1), 157. e1-157. e6, 2021
12021
DP2LM: leveraging deep learning approach for estimation and hypothesis testing on mediation effects with high-dimensional mediators and complex confounders
S Wang, Y Huang
Biostatistics, kxad037, 2024
2024
New Statistical Learning for Next-Generation Functional Data and Spatial Data
S Wang
Auburn University, 2022
2022
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Articles 1–13