Construction of sliced orthogonal Latin hypercube designs

Jian Feng Yang, C. Devon Lin, Peter Z.G. Qian, Dennis K.J. Lin

Research output: Contribution to journalArticle

19 Scopus citations

Abstract

We propose several methods of constructing a new type of design, called a sliced orthogonal Latin hypercube design. Such a design is a special orthogonal Latin hypercube design, of first-order or second-order, that can be divided into slices of smaller orthogonal Latin hypercube designs of the same order. This type of design is useful for computer experiments with qualitative and quantitative factors, multiple experiments, data pooling, and cross-validation. Examples are given to illustrate the proposed methods.

Original languageEnglish (US)
Pages (from-to)1117-1130
Number of pages14
JournalStatistica Sinica
Volume23
Issue number3
DOIs
StatePublished - Jul 1 2013

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

Fingerprint Dive into the research topics of 'Construction of sliced orthogonal Latin hypercube designs'. Together they form a unique fingerprint.

  • Cite this