# Book:Geoffrey Keppel/Design and Analysis: A Researcher's Handbook

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## Geoffrey Keppel:

## Geoffrey Keppel: *Design and Analysis: A Researcher's Handbook*

Published $1973$, **Prentice-Hall**

- ISBN 0-13-200030-X.

### Subject Matter

### Contents

- Preface

- Part I: Introduction

- one: An Introduction to The Design and Analysis of Experiments

- Part II: Single-Factor Experiments

- two: The Logic of Hypothesis Testing
- three: Partitioning the Total Sum of Squares
- four: Variance Estimates and the $F$ Ratio
- five: Assumptions and Additional Considerations
- six: Comparisons Among Treatment Means
- seven: Orthogonal Analyses
- eight: Multiple Comparisons
- Exercises for Part II

- Part III: Factorial Experiments with Two Factors

- nine: The Advantages of Factorial Design and its Unique Contribution: Interaction
- ten: Rationale and Rules for Calculation of the Major Effects
- eleven: Comparisons among the Marginal Means and Simple Main Effects
- twelve: Additional Comparisons involving Cell Means: Analysis of Trend, Interaction of Comparisons, and Multiple Comparisons
- Exercises for Part III

- Part IV: Higher-Order Factorial Experiments

- thirteen: The Three-Factor Case: Interaction and the Basic Analysis
- fourteen: The Three-Factor Case: Simple Effects and Comparisons
- fifteen: Analysis of the General Case
- sixteen: Structural Models of the Analysis of Variance
- seventeen: Analysis of Experiments with Unequal Sample Sizes
- eighteen: Analysis of Experiments with Nested Factors
- Exercises for Part IV

- Part V: Designs with Repeated Measures

- nineteen: Single-Factor Designs
- twenty: Two-Factor Designs
- twenty-one: Higher-Order Factorials, Homogeneity Assumptions, and Structural Models
- Exercises for Part V

- Part VI: Designs Intended to Increase Error Variance

- twenty-two: Analysis of Covariance
- twenty-three: Randomied Blocks, Other Alternatives, and Evaluation of the Techniques
- Exercises for Part VI

- Part VII: Sensitivity of Experimental Designs and Controversial Topics

- twenty-four: Sensitivity of Experimental Designs
- twenty-five: Controversial Topics
- Exercises for Part VII

- twenty-six: Concluding Remarks

- appendix a: Orthogonality of Sources of Variance
- appendix b: Calculation of Orthogonal Polynomial Coefficients
- appendix c: Statistical Tables
- appendix d: Answers to Problems and Exercises

- References
- Author Index
- Subject Index