Big Data Model Building Using Dimension Reduction and Sample Selection

Authors

Lih Yuan Deng, College of Arts & Sciences
Ching Chi Yang, College of Arts & Sciences
Dale Bowman, College of Arts & Sciences
Dennis K.J. Lin, College of Science
Henry Horng Shing Lu, National Yang Ming Chiao Tung University

Abstract

Dimension reduction; GAM; IBOSS; Space-filling design

Publication Title

Journal of Computational and Graphical Statistics

Recommended Citation

Deng, L., Yang, C., Bowman, D., Lin, D., & Lu, H. (2024). Big Data Model Building Using Dimension Reduction and Sample Selection. Journal of Computational and Graphical Statistics, 33 (2), 435-447. https://doi.org/10.1080/10618600.2023.2260052