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Jiaying Weng

Assistant Professor, Mathematical Sciences
Office: Morison Hall 374 | 781.891._2752 | jweng@bentley.edu
                       


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Teaching Interests

Teaching interests include Introductory Statistics, Regression, Statistical Learning, and Business Analytics. <br>

Research Interests

Sufficient Dimension Reduction, Sufficient Variable Selection and Non-parametric Analysis.

Publications

Journal Article(s)
Weng, J., Yin, X. (2022). A minimum discrepancy approach with Fourier transform in sufficient dimension reduction. Statistica Sinica, 32 (4). Forthcoming (link)

Gutierrez, A. M., Bhandari, R., Weng, J., Stromberg, A., Dziubla, T. D., Hilt, J. (2020). Synthesis of Magnetic Nanocomposite Microparticles for Binding of Chlorinated Organics in Contaminated Water Sources. Journal of Applied Polymer Science. (link)

Gutierrez, A. M., Bhandari, R., Weng, J., Stromberg, A., Dziubla, T. D., Hilt, J. (2019). Novel magnetic core-shell nanoparticles for the removal of polychlorinated biphenyls from contaminated water sources. Materials Chemistry and Physics, 223, 68-74. (link)

Jackson, E. N., Thatcher, S. E., Larian, N., English, V., Soman, S., Morris, A. ., Weng, J., Stromberg, A., Swanson, H. ., Pearson, K., Cassis, L. A. (2019). Effects of Aryl Hydrocarbon Receptor Deficiency on PCB-77-Induced Impairment of Glucose Homeostasis during Weight Loss in Male and Female Obese Mice. Environmental Health Perspectives, 127 (7), 1-11. (link)

Ahmad , I., Weng, J., Stromberg, A., Hilt , J. Z., Dziubla , T. D. (2019). Fluorescence based detection of polychlorinated biphenyls (PCBs) in water using hydrophobic interactions. Analyst, 144 (2), 677-684. (link)

Weng, J., Yin, X. (2018). Fourier transform approach for inverse dimension reduction method. Journal of Nonparametric Statistics , 30 (4), 1049-1071 . (link)

Weng, J., Young, D. S. (2017). Some dimension reduction strategies for the analysis of survey data. Journal of Big Data, 4 (43). (link)

Conference Presentations

Weng, J. (2021). "Minimum discrepancy function in sufficient dimension reduction." Presented at the Southwest Jiaotong University School of Mathematics's Colloquium talk , Virtual .

Weng, J. (2021). "Fourier Transform in Sufficient Dimension Reduction and Their Applications in High Dimensional Data." Presented at the Hangzhou Dianzi University's Colloquium talk , Virtual.

Weng, J. (2020). "Sufficient Dimension Reduction in Forecasting Macroeconomic Series Data." Presented at the 2020 Joint Statistical Meetings, Virtual .

Weng, J. (2019). "Sufficient Dimension Reduction." Presented at the Bentley University,'s Bentley University's 7th Annual Research Showcase Poster Session and Reception.

Service

Department Service
Committee Member for CADS Consulting, 2021 - Present
Committee Member for GB213 curriculum reform, 2020 - Present
Committee Member for Research Committee, 2019 - Present
Committee Member for Social Committee, 2019 - Present

Professional Service
Committee Member for BCASA Planning Committee , 2020 - Present
Topic-contributed Session Organizer for Joint Statistical Meetings, 2020 - 2021
Invited Session Organizer for Joint Statistical Meetings, 2020 - 2021
Student Competition committee for Analytics without border conference , 2021 - 2021
Reviewer, Journal Article for Journal of Applied Statistics, 2020 - 2020
Reviewer, Journal Article for Journal of Statistical Computation and Simulation, 2020 - 2020
Reviewer, Journal Article for Journal of Multivariate Analysis, 2019 - 2020
Conference Organized Invited Session Organizer for 13th International Conference of the ERCIM WG on Computational and Methodological Statistics - 2020
Lunch Session Zoom Host for Virtual Student Research Symposium on Statistics and Data Science, 2020 - 2020
Reviewer, Book for Festschrift in honor of R. Dennis Cook: Fifty years of contribution to Statistical Science, 2019 - 2020