This chapter makes a review, in a complete methodological framework, of various global
sensitivity analysis methods of model output. Numerous statistical and probabilistic tools …

In simulation-based realization of complex systems, we are forced to address the issue of
computational complexity. One critical issue that must be addressed is the approximation of …

The idea for this book came from the time the authors spent at the Statistics and Applied
Mathematical Sciences Institute (SAMSI) in Research Triangle Park in North Carolina …

Praise for the First Edition:" If you... want an up-to-date, definitive reference written by
authors who have contributed much to this field, then this book is an essential addition to …

Orthogonal arrays have played a vital role in improving the quality of products manufactured
throughout the world. This first book on the subject since its introduction more than fifty years …

Fractional factorial experiments are used frequently in industry, especially in various stages
of product development and in process and quality improvement. In a fractional factorial …

Computer simulations based on mathematical models have become ubiquitous across the
engineering disciplines and throughout the physical sciences. Successful use of a …

A uniform design (UD) seeks design points that are uniformly scattered on the domain. It has
been popular since 1980. A survey of UD is given in the first portion: The fundamental idea …

Response surface methodology (RSM) is a collection of statistical design and numerical
optimization techniques used to optimize processes and product designs. The original work …

This article presents an algorithm for constructing orthogonal Latin hypercubes, given a fixed
sample size, in more dimensions than previous approaches. In addition, we detail a method …