Statistical design and analysis of experiments

Peter W. M. John9780898714272, 0898714273

Readers will find this book an invaluable reference on the design of experiments. It contains hard-to-find information on topics such as change-over designs with residual effects and early treatment of analysis of covariance. Other topics include linear models and quadratic forms, experiments with one or more factors, Latin square designs, and fractions of 2n factorial designs. There is also extensive coverage of the analysis of incomplete block designs and of the existence and construction of balanced and partially balanced designs. A new preface (to the classics edition) describes the changes made in experimental design since the book was first published in 1971. It discusses the use of personal computers to analyze data and details the emergence of industrial statistics.

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Table of contents :
Statistical Design and Analysis of Experiments……Page 1
Contents……Page 6
Preface……Page 12
Preface to the Classics Edition……Page 14
References in the Preface……Page 24
CHAPTER 1 Introduction……Page 26
CHAPTER 2 Linear Models and Quadratic Forams……Page 42
CHAPTER 3 Experiments with a Single Factor……Page 64
CHAPTER 4 Experiments with Two Factors……Page 91
CHAPTER 5 Experiments with Several Factors……Page 111
CHAPTER 6 Latin Square Designs……Page 130
CHAPTER 7 Factors with Two or Three Levels;Confounding……Page 148
CHAPTER 8 Fractions of 2n Factorial Designs……Page 173
CHAPTER 9 Fractional Factorials with More Than Two Levels……Page 202
CHAPTER 10 Response Surfaces……Page 218
CHAPTER 11 Incomplete Block Designs……Page 244
CHAPTER 12 Partially Balanced Incomplete Block Designs……Page 275
CHAPTER 13 The Existence and Construction of Balanced Incomplete Block Designs……Page 293
CHAPTER 14 The Existence and Construction of Partially Balanced Designs……Page 313
CHAPTER 15 Additional Topics in Partially Balanced Designs……Page 335
Appendix……Page 354
Bibliography……Page 364
Index……Page 376