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

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