Design and Analysis of Experiments, Advanced Experimental Design (Google eBook)

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John Wiley & Sons, May 13, 2005 - Mathematics - 780 pages
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A comprehensive overview of experimental design at the advanced level

The development and introduction of new experimental designs in the last fifty years has been quite staggering and was brought about largely by an ever-widening field of applications. Design and Analysis of Experiments, Volume 2: Advanced Experimental Design is the second of a two-volume body of work that builds upon the philosophical foundations of experimental design set forth half a century ago by Oscar Kempthorne, and features the latest developments in the field.

Volume 1: An Introduction to Experimental Design introduced students at the MS level to the principles of experimental design, including the groundbreaking work of R. A. Fisher and Frank Yates, and Kempthorne's work in randomization theory with the development of derived linear models. Design and Analysis of Experiments, Volume 2 provides more detail about aspects of error control and treatment design, with emphasis on their historical development and practical significance, and the connections between them. Designed for advanced-level graduate students and industry professionals, this text includes coverage of:

  • Incomplete block and row-column designs
  • Symmetrical and asymmetrical factorial designs
  • Systems of confounding
  • Fractional factorial designs, including main effect plans
  • Supersaturated designs
  • Robust design or Taguchi experiments
  • Lattice designs
  • Crossover designs

In order to facilitate the application of text material to a broad range of fields, the authors take a general approach to their discussions. To aid in the construction and analysis of designs, many procedures are illustrated using Statistical Analysis System (SAS®) software.

  

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Contents

1 General Incomplete Block Design
1
2 Balanced Incomplete Block Designs
71
3 Construction of Balanced Incomplete Block Designs
104
4 Partially Balanced Incomplete Block Designs
119
5 Construction of Partially Balanced Incomplete Block Designs
158
6 More Block Designs and Blocking Structures
189
7 TwoLevel Factorial Designs
241
8 Confounding in 2n Factorial Designs
279
15 Supersaturated Designs
596
16 Search Designs
608
17 RobustDesign Experiments
633
18 Lattice Designs
649
19 Crossover Designs
684
Appendix A Fields and Galois Fields
716
Appendix B Finite Geometries
721
Appendix C Orthogonal and Balanced Arrays
724

9 Partial Confounding in 2n Factorial Designs
312
10 Designs with Factors at Three Levels
359
11 General Symmetrical Factorial Design
393
12 Confounding in Asymmetrical Factorial Designs
466
13 Fractional Factorial Designs
507
14 Main Effect Plans
564
Appendix D Selected Asymmetrical Balanced Factorial Designs
728
Appendix E Exercises
736
References
749
Author Index
767
Subject Index
771
Copyright

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SUGI 23: SAS System Tools for Design and Analysis of Experiments
SAS software provides a comprehensive set of tools for the design and analysis of experiments. Procedures such as FACTEX, ...
ftp.sas.com/ techsup/ download/ v7papers/ Tools_Design.pdf

Design and Analysis of Experiments
Considering the long history of the field, a new textbook on design and analysis of experiments that targets the upper undergraduate/beginning graduate ...
www.questia.com/ PM.qst?a=o& se=gglsc& d=5002358820

JSTOR: Design and Analysis of Experiments
Book Reviews Design and Analysis of Experiments. Angela M. DEAN and Daniel T. VOSS. New York: Springer-Verlag, 1999. ISBN 0-387-98561-1. xix + 740 pp. ...
links.jstor.org/ sici?sici=0162-1459(200006)95%3A450%3C679%3ADAAOE%3E2.0.CO%3B2-5

Design and Analysis of Experiments
Statistics for Experimenters Box G., Hunter W. & Hunter J. Wiley; Design and Analysis of Experiments García Díaz & Don T. Phillips ...
www.mty.itesm.mx/ rectoria/ pi/ internacional/ cursos_profesional/ materias/ IS00852.htm

Design and Analysis of Experiments
Design and Analysis of Experiments. Purchase this Book. Source. Medium: Hardcover. Year of Publication: 2006. ISBN:0470088109 ...
portal.acm.org/ citation.cfm?id=1206386& dl=

Wiley-VCH - Montgomery, Douglas C. - Design and Analysis of ...
Design and Analysis of Experiments. 6. Edition - December 2004 129.- Euro 2004. 660 Pages, Hardcover ISBN-10: 0-471-48735-X ...
www.wiley-vch.de/ publish/ en/ books/ forthcomingTitles/ IE00/ 0-471-48735-X/ ?sID=

STATISTICS 368 - INTRODUCTION TO DESIGN AND ANALYSIS OF ...
Design and Analysis of Experiments, 6. th. edition, Douglas C. Montgomery. Assessment. Assignments:. 40% (Four, equally weighted). Mid term exam: ...
www.stat.ualberta.ca/ ~wiens/ stat368/ 368courseinfo.pdf

Design and analysis of experiments, fall 2005
Hinkelman, K. & Kempthorne, O. Design and Analysis of Experiments. vol 1. Wiley, 1994. Kerlinger, fn (1986). Foundations of behavioral research. ...
mathstat.helsinki.fi/ kurssit/ info/ design_and_analysis_of_experiments05s.html

UTK: Course Outline -- Stats 573: Design of Experiments
... covers nearly all of the popular text "Design and Analysis of Experiments, 5th Edition", by Douglas C. Montgomery (Wiley & Sons, ISBN: 0-471-31649-0). ...
bus.utk.edu/ stat/ mee/ 573_outline.htm

MATH3743: Design and Analysis of Experiments students' page
MATH3743: Design and Analysis of Experiments students' page.
www.maths.leeds.ac.uk/ ~christin/ math3743/ index.html

About the author (2005)

KLAUS HINKELMANN, PHD, is Emeritus Professor of Statistics at Virginia Polytechnic Institute and State University Department of Statistics, where he also served as both graduate administrator and department head. In addition to being a Fellow of both the American Statistical Association and the American Association for the Advancement of Science, Professor Hinkelmann is a member of the International Statistical Institute, and has served as a council member of the International Biometric Society. He was editor of Biometrics and the Current Index to Statistics.

OSCAR KEMPTHORNE, SCD, was Emeritus Professor of Statistics and Emeritus Distinguished Professor of Liberal Arts and Sciences at Iowa State University. He was a Fellow of the American Statistical Association, the Institute of Mathematical Statistics, and the American Association for the Advancement of Science, as well as an Honorary Fellow of the Royal Statistical Society and a member of the International Statistical Institute. In addition, Dr. Kempthorne was a past president of the Eastern North American Region (ENAR) of the International Biometric Society, a former chairman of statistics within the American Association for the Advancement of Science, and a past president of the Institute of Mathematical Statistics.

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