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Wiley Series in Probability and Statistics Ser.: Statistical Design and Analysis of Experiments : With Applications to Engineering and Science by Richard F. Gunst, Robert L. Mason and James L. Hess (2003, Hardcover, Revised edition)

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Statistical Design and Analysis of Experiments : With Applications to Engineering and Science, Hardcover by Mason, Robert Lee; Gunst, Richard F.; Hess, James L., ISBN 0471372161, ISBN-13 9780471372165, Brand New, Free shipping in the US This graduate textbook introduces the design of experiments with factorial structures, random factor effects, and quantitative predictors and factors, and methods for analyzing the resulting data. The second edition expands coverage of three-level fractional factorial experiments, and the analysis of data from unbalanced experiments, incomplete block designs, split-block designs, and process improvement designs. Annotation (c) Book News, Inc., Portland, OR ()

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Praise for the First Edition Statistical Design and Analysis of Experiments "A very useful book for self study and reference." Journal of Quality Technology "Very well written. It is concise and really packs a lot of material in a valuable reference book." Technometrics "An informative and well-written book . . . presented in an easy-to-understand style with many illustrative numerical examples taken from engineering and scientific studies." Choice (American Library Association) Practicing engineers and scientists often have a need to utilize statistical approaches to solving problems in an experimental setting. Yet many have little formal training in statistics. Statistical Design and Analysis of Experiments gives such readers a carefully selected, practical background in the statistical techniques that are most useful to experimenters and data analysts who collect, analyze, and interpret data. The First Edition of this now-classic book garnered praise in the field. Now its authors update and revise their text, incorporating readers suggestions as well as a number of new developments. Statistical Design and Analysis of Experiments, Second Edition emphasizes the strategy of experimentation, data analysis, and the interpretation of experimental results, presenting statistics as an integral component of experimentation from the planning stage to the presentation of conclusions. Giving an overview of the conceptual foundations of modern statistical practice, the revised text features discussions of: The distinctions between populations or processes and samples; parameters and statistics; and mathematical and statistical modeling The design and analysis of experiments with factorial structures, unbalanced experiments, crossed and nested factors, and random factor effects Confidence-interval and hypothesis-testing procedures for single-factor and multifactor experiments Quantitative predictors and factors, including linear regression modeling using least-squares estimators, with diagnostic techniques for assessing model assumptions Ideal for both students and professionals, this focused and cogent reference has proven to be an excellent classroom textbook with numerous examples. It deserves a place among the tools of every engineer and scientist working in an experimental setting.

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0471372161
ISBN-13
9780471372165
eBay Product ID (ePID)
206953

Product Key Features

Author
Richard F. Gunst, James L. Hess, Robert L. Mason
Publication Name
Statistical Design and Analysis of Experiments : with Applications to Engineering and Science
Format
Hardcover
Language
English
Features
Revised
Publication Year
2003
Series
Wiley Series in Probability and Statistics Ser.
Type
Textbook
Number of Pages
760 Pages

Dimensions

Item Length
9.4in
Item Height
1.7in
Item Width
6.5in
Item Weight
40.8 Oz

Additional Product Features

Series Volume Number
356
Lc Classification Number
Ta340.M36 2003
Edition Description
Revised Edition
Edition Number
2
Reviews
"With an excellent presentation, this is suitable as a textbook in a graduate level course in design of experiments." ( Journal of Statistical Computation and Simulation , April 2005) "...can really provide useful information for the intended audience..." ( Zentralblatt Math , Vol. 1029, 2004) "...a practitioner's guide to statistical methods for designing and analyzing experiments..." ( Quarterly of Applied Mathematics , Vol. LXI, No. 3, September 2003) "...a perfect desktop reference..." ( Technometrics , Vol. 45, No. 3, August 2003)
Table of Content
Preface. PART I: FUNDAMENTAL STATISTICAL CONCEPTS. Statistics in Engineering and Science. Fundamentals of Statistical Inference. Inferences on Means and Standard Deviations. PART II: DESIGN AND ANALYSIS WITH FACTORIAL STRUCTURE. Statistical Principles in Experimental Design. Factorial Experiments in Completely Randomized Designs. Analysis of Completely Randomized Designs. Fractional Factorial Experiments. Analysis of Fractional Factorial Experiments. PART III: DESIGN AND ANALYSIS WITH RANDOM EFFECTS. Experiments in Randomized Block Designs. Analysis of Designs with Random Factor Levels. Nested Designs. Special Designs for Process Improvement. Analysis of Nested Designs and Designs for Process Improvement. PART IV: DESIGN AND ANALYSIS WITH QUANTITATIVE PREDICTORS AND FACTORS. Linear Regression with One Predicator Variables. Linear Regression with Several Predicator Variables. Linear Regression with Factors and Covariates as Predictors. Designs and Analyses for Fitting Re sponse Surfaces. Model Assessment. Variable Selection Techniques. Appendix: Statistical Tables. Index.
Copyright Date
2003
Topic
Probability & Statistics / General, Research & Methodology
Lccn
2002-068951
Dewey Decimal
507/.27
Intended Audience
Scholarly & Professional
Dewey Edition
21
Illustrated
Yes
Genre
Science, Mathematics

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Wiley Series in Probability and Statistics Ser.: Statistical Design and Analysis of Experiments : With Applications to Engineering and Science by Richard F. Gunst, Robert L. Mason and James L. Hess (2003, Hardcover, Revised edition)

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