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Springer Texts in Statistics Ser.: Design and Analysis of Experiments by Daniel Voss, Angela M. Dean and A. Dean (2000, Hardcover)

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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. Data sets are taken from real experiments and sample SAS programs are included with each chapter. Experimental design is an essential part of investigation and discovery in science; this book will serve as a modern and comprehensive reference to the subject.

Product Identifiers

Publisher
Springer
ISBN-10
0387985611
ISBN-13
9780387985619
eBay Product ID (ePID)
727342

Product Key Features

Author
A. Dean, Daniel Voss, Angela M. Dean
Publication Name
Design and Analysis of Experiments
Format
Hardcover
Language
English
Series
Springer Texts in Statistics Ser.
Publication Year
2000
Type
Textbook
Number of Pages
Xx, 742 Pages

Dimensions

Item Length
9.3in
Item Height
0.6in
Item Width
7.5in
Item Weight
56.1 Oz

Additional Product Features

Number of Volumes
1 Vol.
Lc Classification Number
Qa273.A1-274.9qa274-
Reviews
This is a readable book presenting the basic concepts, principles, and techniques of design and analysis of experiments. Written with a view to making it accessible to a wide audience, the authors make concerted efforts to avoid using calculus and linear algebra and, wherever needed, a low mathematical level is used for presentation. Rather than performing exploratory data analysis, the concentration here is on the use of prespecified models and preplanned analyses. Model assumptions are clearly stated, and checked through the use of residual plots rather than formal tests. All analyses are presented by using standard linear models under the assumption of normality. It is the experimentwise control of the error rate and confidence levels on which the presentation is focused as opposed to individual error rates and confidence levels. The popular "Taguchi techniques", used extensively in an industrial set-up, are included and appear throughout several chapters. The book contains enough material for an instructor to offer a course ranging from one semester to one year. An attractive feature of this book is the inclusion of numerous real experiments which were either run by students or extracted from published articles---thus bringing home to students the practical utility of statistical designs. The authors have done a commendable job in presenting, explaining, and elucidating the fundamental concepts of design and analysis of experiments through illustrative examples. A carefully selected set of exercises is provided at the end of each chapter for students to test their understanding of the material. --Mathematical Reviews
Table of Content
Principles and Techniques * Planning Experiments * Designs With One Source of Variation * Inferences for Contrasts and Treatment Means * Checking Model Assumptions * Experiments With Two Crossed Treatment Factors * Several Crossed Treatment Factors * Polynomial Regression * Analysis of Covariance * Complete Block Designs * Incomplete Block Designs * Designs With Two Blocking Factors * Confounded Two-Level Factorial Experiments * Confounding in General Factorial Experiments * Fractional Factorial Experiments * Response Surface Methodology * Random Effects and Variance Components * Nested Models * Split-Plot Designs
Copyright Date
1999
Target Audience
Scholarly & Professional
Topic
Probability & Statistics / General, General, Research & Methodology
Lccn
98-020302
Dewey Decimal
001.4/34
Dewey Edition
21
Illustrated
Yes
Genre
Science, Mathematics

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Springer Texts in Statistics Ser.: Design and Analysis of Experiments by Daniel Voss, Angela M. Dean and A. Dean (2000, Hardcover)

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artículo 1 Design and Analysis of Experiments by Dean, Angela M.; Voss, Daniel

artículo 2 Design and Analysis of Experiments (Springer Texts in Statistics)

artículo 3 DESIGN AND ANALYSIS OF EXPERIMENTS (SPRINGER TEXTS IN By Angela M. Dean & Daniel

artículo 4 Design and Analysis of Experiments [Springer Texts in Statistics] , Dean, Angela

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