The quasi-fiducial model selection for Kriging model

• Published in: Statistical theory and related fields pp. 1 - 12
• Main Authors: Fan, Chen, Zhang, Shuqin, Li, Xinmin
• Format: Journal Article
• Language: English
• Published: Taylor & Francis Group 05.08.2025
• Subjects: fiducial inference; Kriging model; model selection; slice sampling

Kriging models are widely employed due to their simplicity and flexibility in a variety of fields. To gain more distributional information about the unknown parameters, we focus on constructing the fiducial distribution of Kriging model parameters. To solve the challenge of constructing the fiducial...