Fundamental Concepts in the Design of Experiments / Edition 4

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Overview

Fundamental Concepts in the Design of Experiments, 5/e offers comprehensive coverage of the key elements of experimental design used by applied researchers to solve problems in the field. Wide-ranging and accessible, it shows students how to use applied statistics for planning, running, and analyzing experiments. Featuring over 350 problems taken from the authors' actual industrial consulting experiences, the text gives students valuable practice with real data and problem solving. The problems emphasize the basic philosophy of design and are simple enough for students with limited mathematical backgrounds to understand. The authors provide extensive coverage of the analysis of residuals, the concept of resolution in fractional replications, Plackett-Burman designs, and Taguchi techniques. SAS (Statistical Analysis System) computer programs are incorporated to facilitate analysis.
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Product Details

  • ISBN-13: 9780195105810
  • Publisher: Oxford University Press, USA
  • Publication date: 7/1/1993
  • Edition description: Older Edition
  • Edition number: 4
  • Pages: 528
  • Product dimensions: 6.50 (w) x 9.50 (h) x 1.15 (d)

Meet the Author

Purdue University, Emeritus
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Table of Contents

Preface
Ch. 1 The Experiment, the Design, and the Analysis 1
Ch. 2 Review of Statistical Inference 18
Ch. 3 Single-Factor Experiments with No Restrictions on Randomization 55
Ch. 4 Single-Factor Experiments: Randomized Block and Latin Square Designs 103
Ch. 5 Factorial Experiments 133
Ch. 6 Fixed, Random, and Mixed Models 168
Ch. 7 Nested and Nested-Factorial Experiments 190
Ch. 8 Experiments of Two or More Factors: Restrictions on Randomization 222
Ch. 9 2[superscript f] Factorial Experiments 239
Ch. 10 3[superscript f] Factorial Experiments 268
Ch. 11 Factorial Experiment: Split-Plot Design 292
Ch. 12 Factorial Experiment: Confounding in Blocks 311
Ch. 13 Fractional Replication 340
Ch. 14 The Taguchi Approach to the Design of Experiments 370
Ch. 15 Regression 403
Ch. 16 Miscellaneous Topics 442
Summary and Special Problems 493
Glossary of Terms 499
References 505
Statistical Tables 507
Answers to Selected Problems 525
Index 559
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