3 papers
stat.ME2026
A Bayesian Weakest-Link Framework for Joint Estimation of Material Strength and Stress Profile
Shiyu He, Samuel W. K. Wong
For structural components whose failure is governed by the weakest-link theory, existing reliability models typically either assume that the underlying mechanical model is known or…
stat.ME2024
Spatio-temporal data fusion for the analysis of in situ and remote sensing data using the INLA-SPDE approach
Shiyu He, Samuel W. K. Wong
We propose a Bayesian hierarchical model to address the challenge of spatial misalignment in spatio-temporal data obtained from in situ and satellite sources. The model is fit usin…
stat.AP2023
Understanding the Impact of Seasonal Climate Change on Canada's Economy by Region and by Sector
Shiyu He, Trang Bui, Yuying Huang +4
To assess the impact of climate change on the Canadian economy, we investigate the relationship between seasonal climate variables and economic growth across provinces and economic…