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- Publications
- Influence
Uniform designs limit aliasing
- F. J. Hickernell, M. Liu
- Mathematics
- 1 December 2002
When fitting a linear regression model to data, aliasing can adversely affect the estimates of the model coefficients and the decision of whether or not a term is significant. Optimal experimental… Expand
Construction of E(s2) optimal supersaturated designs using cyclic BIBDs
- M. Liu, Runchu Zhang
- Mathematics
- 1 November 2000
Abstract In this paper formulas for computing the E(s2) values of some kinds of E(s2) optimal supersaturated designs are given, and a general algorithm of constructing E(s2) optimal supersaturated… Expand
Optimal mixed-level supersaturated design
A supersaturated design is essentially a fractional factorial in which the number of potential effects is greater than the number of runs. In this paper, E(fNOD) criterion is employed for comparing… Expand
Uniform supersaturated design and its construction
Supersaturated designs are factorial designs in which the number of main effects is greater than the number of experimental runs. In this paper, a discrete discrepancy is proposed as a measure of… Expand
Computer Experiments With Both Qualitative and Quantitative Variables
- Hengzhen Huang, D. Lin, M. Liu, J. Yang
- Mathematics, Computer Science
- Technometrics
- 1 October 2016
TLDR
Using Discrepancy to Evaluate Fractional Factorial Designs
- M. Liu
- Mathematics
- 2002
Fractional factorial design is arguably the most widely used design in experimental investigation, and uniformity has gained popularity in experimental designs in recent years. In this present paper,… Expand
Construction of column-orthogonal designs for computer experiments
- Fasheng Sun, Fang Pang, M. Liu
- Mathematics
- 18 October 2011
Latin hypercube design and uniform design are two kinds of most popular space-filling designs for computer experiments. The fact that the run size equals the number of factor levels in a Latin… Expand
CONSTRUCTION OF ORTHOGONAL AND NEARLY ORTHOGONAL LATIN HYPERCUBE DESIGNS FROM ORTHOGONAL DESIGNS
- Jinyu Yang, M. Liu
- Mathematics
- 2012
Latin hypercube designs (LHDs), widely used for computer experiments, are a very large class of designs with desirable properties. Recently, a number of methods have been proposed to construct… Expand
Combinatorial constructions for optimal supersaturated designs
TLDR
Uniform sliced Latin hypercube designs
- H. Chen, Hengzhen Huang, D. Lin, M. Liu
- Computer Science
- 1 September 2016
TLDR