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stat.ME2026
Bayesian Global Fréchet Regression via Weak Conditional Expectations
Simon Fontaine, Bing Li, Lingzhou Xue
Fréchet regression provides a versatile framework for modeling responses in metric spaces with Euclidean predictors, yet current methodologies rely almost exclusively on frequentis…
stat.ME2024
High-dimensional log contrast models with measurement errors
Wenxi Tan, Lingzhou Xue, Songshan Yang +1
High-dimensional compositional data are frequently encountered in many fields of modern scientific research. In regression analysis of compositional data, the presence of covariate…