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

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

Published $\text {1973}$, Prentice-Hall

ISBN 0-13-200030-X

Subject Matter

• Design Theory
• Statistics

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