Sliced space-filling designs

被引：65

作者：

Qian, Peter Z. G. ^{[1
]}

Wu, C. F. Jeff ^{[2
]}

机构：

[1] Univ Wisconsin, Dept Stat, Madison, WI 53706 USA

[2] Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA

来源：

BIOMETRIKA | 2009年 / 96卷 / 04期

基金：

美国国家科学基金会;

关键词：

Bush's construction; Computer experiment; Design of experiment; Difference matrix; Rao-Hamming construction; RESPONSE-SURFACE DESIGNS; COMPUTER EXPERIMENTS; QUANTITATIVE FACTORS; INPUT VARIABLES;

D O I：

10.1093/biomet/asp044

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

We propose an approach to constructing a new type of design, a sliced space-filling design, intended for computer experiments with qualitative and quantitative factors. The approach starts with constructing a Latin hypercube design based on a special orthogonal array for the quantitative factors and then partitions the design into groups corresponding to different level combinations of the qualitative factors. The points in each group have good space-filling properties. Some illustrative examples are given.

引用

页码：945 / 956

页数：12

共 16 条

[1]

[Anonymous], 2003, QUAL ENG

[2]

[Anonymous], 1999, Springer Series in Statistics, DOI DOI 10.1007/978-1-4612-1478-6

[3]

Box G. E., 1987, Empirical model-building and response surfaces

[4] RESPONSE-SURFACE DESIGNS FOR QUANTITATIVE AND QUALITATIVE VARIABLES [J].