Research Interest
Yuying's research interest lies in developing and applying novel statistical methods and software tools to solve real-world problems. More specifically, her research interests include:
- Spatial analysis,
- Bayesian statistics,
- Machine learning and big-data application.
Research Experience
Syed, Ali, Yuying Huang, Joslin Goh, Sarah Moroz, John Pugsley, Nancy M. Waite, and Sherilyn K. D. Houle (2024). The Association between Academic Performance and Entry-to-Practice Milestones within a Co-Operative Education PharmD Program. Pharmacy 12, no. 3: 90. [Link]
Shiyu He, Trang Bui, Yuying Huang, Wenling Zhang, Jie Jian, Samuel W.K. Wong, Tony S. Wirjanto (2023+). Understanding the Impact of Seasonal Climate Change on Canada's Economy by Region and Sector. Submitted. [Link]
Yuying Huang, Zhiyong Chen, Samuel W.K. Wong (2023). A Kriging Metamodel with Adaptive Sampling for Seismic Evaluation of Podium Buildings. 14th International Conference on Application of Statistics and Probability in Civil Engineering (ICASP14), Dublin, Ireland. [Link]
Zhang, X.*, Huang, Y.*, Xu, K. et al. Novel modelling strategies for high-frequency stock trading data. Financ Innov 9, 39 (2023). [Link]
Li Xing, Yuying Huang, Peijie Xie, Mary Lesperance, Xuekui Zhang (2020). R package MTPS: Simultaneous multiple outcomes prediction based on revised stacking algorithms, which enables the integration of information from predictions of individual models.
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* euqal contributors
Talks
The 2024 Joint Research Conference on Statistics in Quality, Industry and Technology
Fully Bayesian Sequential Strategy for Global Metamodeling of Heterogenous Stochastic Simulation
The 2024 SSC Annual Meeting in St. John's:
Sequential Design Strategy for Mean Response Surface Modeling of Expensive Stochastic Simulation with Heterogenous Noise via Bayesian Framework
2023 14th International Conference on Application of Statistics and Probability in Civil Engineering (ICASP14):
A Kriging Metamodel with Adaptive Sampling for Seismic Evaluation of Podium Buildings
2021 Joint Statistical Meetings:
Novel Modelling Strategies for High-frequency Stock Trading Data
2021 The Visual and Automated Disease Analytics (VADA) summer school presentation:
Simultaneous Multi-Task Survival Analysis for Multiple Diseases (awarded VADA Research Poster Presentation Honorable Mention)
Other
2023 Statistical Society of Canada Student Case Study Competition joint work with Shiyu He, Trang Bui and Wenling Zhang (awarded 1st prize) [Link].
