Jiaying Weng

  • Assistant Professor, Mathematical Sciences

Teaching Interests

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

Research Interests

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

Publications

Journal Articles


  • Weng, J., Yin, X. (2022). A minimum discrepancy approach with Fourier transform in sufficient dimension reduction. Statistica Sinica, (32) 4 (Link) Forthcoming.
  • Weng, J. (2022). Fourier transform sparse inverse regression estimators for sufficient variable selection. Computational Statistics & Data Analysis, (168) (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)
  • 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)
  • Jackson, E. N., Thatcher, S. E., Larian, N., English, V., Soman, S., Morris, A. J., Weng, J., Stromberg, A., Swanson, H. I., 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)
  • 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)
  • 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)
  • Presentations

  • Weng, J. (2021). “Fourier transform sparse inverse regression estimators for sufficient variable selection” Presented at theCMStatistics 2021 King's College London
  • Weng, J. (2021). “Fourier transform sparse inverse regression estimators for sufficient variable selection” Presented at theColloquium talk University of Arkansas, Virtual
  • Weng, J. (2021). “Minimum discrepancy function in sufficient dimension reduction” Presented at the Southwest Jiaotong University School of Mathematics 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 Colloquium talk Virtual
  • Weng, J. (2020). “Sufficient Dimension Reduction in Forecasting Macroeconomic Series Data” Presented at the2020 Joint Statistical Meetings Virtual
  • Weng, J. (2019). “Sufficient Dimension Reduction” Presented at the Bentley University, Bentley University's 7th Annual Research Showcase Poster Session and Reception
  • Service

    Department Service


  • Committee Chair for Social Committee 2021 - Present
  • Committee Member for Research Committee 2019 - Present
  • Committee Member for Social Committee 2019 - 2021
  • Committee Member for CADS Consulting 2021 - 2021
  • Committee Member for GB213 curriculum reform 2020 - 2020
  • Professional Service


  • Reviewer, Journal Article for Statistica Sinica 2021 - Present
  • Committee Member for BCASA Planning Committee 2020 - Present
  • Committee Member for Poster Judge of NESS-NextGen Data Science Day 2021 - 2021
  • Reviewer, Journal Article for Statistics and Probability Letters 2021 - 2021
  • 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