Huiyan Sang

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-1405-6390

Department of Statistics, Texas A&M University, College Station, TX

Publications

• A Nonstationary Soft Partitioned Gaussian Process Model via Random Spanning Trees — Journal of the American Statistical Association 2024
• Bayesian clustering of spatial functional data with application to a human mobility study during COVID-19 — The Annals of Applied Statistics 2023
• A Bayesian Contiguous Partitioning Method for Learning Clustered Latent Variables — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Spatial Homogeneity Pursuit of Regression Coefficients for Large Datasets — Journal of the American Statistical Association 2019
• Multivariate max-stable spatial processes — Biometrika 2015
• A full scale approximation of covariance functions for large spatial data sets — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2012
• Covariance approximation for large multivariate spatial data sets with an application to multiple climate model errors — The Annals of Applied Statistics 2011
• Gaussian predictive process models for large spatial data sets — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2008
• Interpreting self-organizing maps through space–time data models — The Annals of Applied Statistics 2008
• GS-BART: Bayesian Additive Regression Trees with Graph-Split Decision Rules — Journal of the American Statistical Association