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 | 19 | 2021 |
Optimal Classification for Functional Data S Wang, Z Shang, G Cao, SJ Liu Statistica Sinica 34 (3), 2022 | 9 | 2022 |
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 | 8 | 2023 |
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 | 6 | 2021 |
Estimation and inference for functional linear regression models with partially varying regression coefficients G Cao, S Wang, L Wang Stat 9 (1), e286, 2020 | 6 | 2020 |
Empirical Likelihood Ratio Tests for Varying Coefficient Geo Models S Wang, H Wang, Y Zhao, G Cao, Y Li Statistica Sinica 33 (4), 2021 | 5 | 2021 |
Robust Deep Neural Network Estimation for Multi-dimensional Functional Data S Wang, G Cao Electronic Journal of Statistics 16 (2), 6464-6488, 2022 | 4 | 2022 |
Review on functional data classification S Wang, Y Huang, G Cao Wiley Interdisciplinary Reviews: Computational Statistics 16 (1), e1638, 2024 | 3 | 2024 |
Multiclass classification for multidimensional functional data through deep neural networks S Wang, G Cao Electronic Journal of Statistics 18 (1), 1248-1292, 2024 | 2 | 2024 |
Minimax Optimal High‐Dimensional Classification using Deep Neural Networks S Wang, Z Shang Stat 11 (1), e482, 2022 | 2 | 2022 |
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 | 1 | 2024 |
Upper airway thermoregulation during singing warm-up MJ Sandage, S Wang, G Cao Journal of Voice 35 (1), 157. e1-157. e6, 2021 | 1 | 2021 |
Functional data analysis using deep neural networks S Wang, W Zhang, G Cao, Y Huang Wiley Interdisciplinary Reviews: Computational Statistics 16 (4), e70001, 2024 | | 2024 |
New Statistical Learning for Next-Generation Functional Data and Spatial Data S Wang Auburn University, 2022 | | 2022 |