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Shuoyang Wang, PhD
Bioinformatics and Biostatistics
Assistant Professor
Room 136, 485 E. Gray St.
Louisville, KY 40202
Phone: (502) 852-6376
shuoyang.wang@louisville.edu
Background
Postdoctoral Associate (2022-2023), Department of Biostatistics, Yale University
PhD (2017-2022), Department of Mathematics and Statistics, Auburn University
MS (2016-2017), Department of Statistics, University of Wisconsin-Madison
BS (2012-2016), The Mathematics School, Loo-Keng Hua Class, Shandong University
Publications
Wang, S.*, Zhang, W., Cao, G., Yuan, H. (2024), “Functional Data Analysis Using Deep Neural Networks.” Wiley Interdisciplinary Reviews: Computational Statistics, 16(4).
Wang, S., Shang, Z., Cao, G. and Liu, S. J. (2024) “Optimal Classification for Functional Data.” Statistica Sinica, 34(3).
Wang, S. and Cao, G. (2024) “Multiclass Classification for Multidimensional Functional Data through Deep Neural Networks.” Electronic Journal of Statistics, 18(1), 1248–1292.
Wang, S. and Huang, Y. (2024) “DP2LM: Leveraging Deep Learning Approach for Estimation and Hypothesis Testing on Mediation Effects with High-dimensional Mediators and Complex Confounders.” Biostatistics, 25(3).
Wang, S., Huang, Y. and Cao, G. (2023) “Review of Functional Data Classification.” Wiley Interdisciplinary Reviews: Computational Statistics, 16(1).
Wang, S., Wang, H., Zhao, Y., Cao, G. and Li, Y. (2023) “Empirical Likelihood Ratio Tests for Varying Coefficient Geo Models.” Statistica Sinica, 33(4).
Wang, S., Cao, G. and Shang, Z. (2023) “Deep Neural Network Classifier for Multi-dimensional Functional Data.” Scandinavian Journal of Statistics, 50(4),
Wang, S. and Cao, G. (2022) “Robust Deep Neural Network Estimation for Multi-dimensional Functional Data.” Electronic Journal of Statistics, 16(2), 6461–6488.
Wang, S. and Shang, Z. (2022) “Minimax Optimal High-Dimensional Classification using Deep Neural Networks.” Stat, 11(1).
Li, Y., Wang, S., Cao, G., Li, D. and Ng, B. (2021) “Disentangling Racial/Ethnic and Income Disparities of Food Retail Environments: Impacts on Adult Obesity Prevalence.” Applied Geography, 137, 102607.
Wang, S., Cao, G. and Shang, Z. (2021) “Estimation of the Mean Function of Functional Data via Deep Neural Networks.” Stat, 10(1).
Cao, G., Wang, S. and Wang, L. (2020) “Estimation and Inference for Functional Linear Regression Models with Partially Varying Regression Coefficients.” Stat, 9(1).
Sandage, M., Wang, S. and Cao, G. (2019) “Upper Airway Thermoregulation During Singing Warm up.” Journal of Voice, 35(1), pp.157.e1-157.e6.
* corresponding author
