Dr. Wenhui Sheng

Dr. Wenhui ShengMarquette University

Cudahy Hall, 318

MilwaukeeWI53201United States of America(414) 288-5239wenhui.sheng@marquette.edu

Assistant Professor

Department of Mathematical and Statistical Sciences

Courses Taught

• Statistical Methods

Research Interests

• Dimension Reduction
• Variable Selection
• Multivariate Analysis
• Data Mining

Publications

• W. Sheng, and Q. Yuan, Dimension reduction with expectation of conditional difference measure, Statistical Theory and Related Fields, 7(3), 188-201, 2023
• Bhatti, F., Hamedani, G.G., Korkmaz, M., Sheng, W. and Ali, A. (2021). On the Burr XII-moment exponential distribution. PLOS ONE, 16(2), e0246935.
• W. Sheng, and Q. Yuan, Suffcient dimension folding in regression via distance covariance for matrix-valued predictors, Statistical Analysis and Data Mining, 13(1), 71-82, 2020
• L. Hu, Y. Liu, S. Han, L. Yang, X. Cui, Y. Gao, Q. Dai, X. Lu, X. Kou, Y. Zhao, W. Sheng, S. Gao, X. He, and C. He, Jump-seq: Genome-wide capture and amplification of 5-Hydroxymethylcytosine sites,  Journal of the American Chemical Society, 141(22), 8694-8697, 2019
• S. Han, H. Zhang, W. Sheng, and H. Arshad, The nested joint clustering via Dirichlet process mixture model, Journal of Statistical Computation and Simulation 89(5), 815-830, 2019
  
• F. A. Bhatt, G. G. Hamedani, W. Sheng, and M. Ahmad, Cubic rank transmuted modified Burr III Pareto distribution: Development, properties, characterizations and applications, International Journal of Statistics and Probability, 8(1), 94-112, 2019
  
•  F. A. Bhatt, G. G. Hamedani, W. Sheng, and M. Ahmad, On extended quadratic hazard rate distribution: Development, properties, characterizations and applications, Stochastics and Quality Control, 33(1), 45-60, 2018
  
• X Chen, W. Sheng, and X Yin, Efficient sparse estimate of sufficient dimension reduction in high dimension, Technometrics, 60(2), 161-168, 2018
• W. Sheng, and X Yin, Sufficient dimension reduction via distance covariance, Journal of Computational and Graphical Statistics, 25(1), 91-104, 2016
• W. Sheng, and X Yin, Direction estimation in single-index models via distance covariance, Journal of Multivariate Analysis, 122, 148-161, 2013