This book describes methods for designing and analyzing experiments conducted using computer code in lieu of a physical experiment. It discusses how to select the values of the factors at which to run the code (the design of the computer experiment). It also provides techniques for analyzing the resulting data so as to achieve these research goals.
Mackay, D.J.C. 159 Mahadevan, S. 13, 14 Mallows, C.L. 256 Maringer, D. 105, 122 Marron, J.S. 181 Marx, B.D. 140, 219, 220 Matheron, G. 145 Matsuoka, T. 17 McKay, M.D. 13, 25, 49, 199, 201 Meernik, P. 14 Meng, Y. 93 Meyer, ...
The Design and Analysis of Computer Experiments
This book describes methods for designing and analyzing experiments that are conducted using a computer code, a computer experiment, and, when possible, a physical experiment.
This carefully edited collection synthesizes the state of the art in the theory and applications of designed experiments and their analyses.
Neural Comput 13(5):1103–1118 Tajbakhsh DS, Del Castillo E, Rosenberger JL (2014) A fully Bayesian approach to sequential ... AIAA J 46(5):1240–1252 Toropov VV, Schramm U, Sahai A, Jones R, Zeguer T (2005) Design optimization and ...
Design and Analysis of Experiments
Design and Analysis of Experiments with R presents a unified treatment of experimental designs and design concepts commonly used in practice.
This book offers a step-by-step guide to the experimental planning process and the ensuing analysis of normally distributed data, emphasizing the practical considerations governing the design of an experiment.
This second edition of the best-selling Design and Analysis of Ecological Experiments leads these trends with an update of this now-standard reference book, with a discussion of the latest developments in experimental ecology and ...
The book is a joy to read. Everyone who practices or teaches DOE should read this book.