Machine derived contents note: Preface -- 1. Introduction -- 2. Principle of Research Design -- 3. Overview of Design and Analysis -- 4. Basic Concepts in Statistical Analysis -- 5. Basic Statistical Concepts in Correlation and Regresssion -- 6. Basic Statistical Concepts in ANOVA -- 7. The Correlational Analysis of Experimental Data -- 8. Significance and Hypothesis Testing -- 9. General Coding of Experiments for MRC Analysis -- 10. Overall Analysis of the Single-Factor Design -- 11. Detailed Analysis of the Single-Factor Design -- 12. Correction for Multiple Comparisons -- 13. Introduction to the Two-Factor Design -- 14. The Analysis of Main Effects and Simple Effects -- 15. The Analysis of Interaction Comparisons: The Interaction Contrast -- 16. The Within-Subjects Single-Factor Design -- 17. The Mixed Two-Factor Design -- 18. Detailed Analysis of the Mixed Factorial Design -- 19. Higher-Order Factorial Designs -- 20. Nonexperimental Research -- 21. Other Applications of MRC to Nonexperimental Research -- 22. Analysis of Covariance -- 23. Analysis of Trend -- 24. Unequal Sample Sizes -- 25. Epilogue -- References -- Appendix -- Answers to the Exercises -- Author Index -- Subject Index