On the interface between nested designs and the multi-step interpolator

DOI10.1007/S42519-021-00216-WzbMath1477.62216OpenAlexW3216252920MaRDI QIDQ2063886

Qiong Zhang, Tianqi Zhang

Publication date: 3 January 2022

Published in: Journal of Statistical Theory and Practice (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s42519-021-00216-w

zbMATH Keywords

computer experimentsspace-filling designsmaximum projection designs

Mathematics Subject Classification ID

Optimal statistical designs (62K05) Design of statistical experiments (62K99) Bayesian inference (62F15) Sampling theory, sample surveys (62D05) Statistical block designs (62K10)

Uses Software

• TESTPACK
• laGP
• DiceDesign
• FRK
• MaxPro
• SLHD

Cites Work

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• Exploratory designs for computational experiments
• Accurate emulators for large-scale computer experiments
• Design and analysis of computer experiments. With comments and a rejoinder by the authors
• Multistep scattered data interpolation using compactly supported radial basis functions
• Experimental testing of advanced scatter search designs for global optimization of multimodal functions
• A Framework for Controlling Sources of Inaccuracy in Gaussian Process Emulation of Deterministic Computer Experiments
• Nested Latin hypercube designs
• Large Sample Properties of Simulations Using Latin Hypercube Sampling
• Maximum projection designs for computer experiments

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