Introduction to Design and Analysis : A Student's Handbook

Introduces undergraduates to the design and statistical analysis of common experiments. Concepts are explained with step-by-step descriptions, worked examples, and an extensive series of exercises. Written for students who meet the standard quantitative prerequisites for entry into most colleges and universities.

I. Experimental Design and Preliminary Data Analysis
  1. Introduction to Experimental Design
  2. Preliminary Design Analysis
    
II. The Analysis of Single-Factor Experiments
  3. The Logic of Hypothesis Testing
  4. Calculating the F Ratio
  5. Evaluating the F Ratio
  6. Analytical Comparisons in the Single-Factor Design
  7. Estimating Population Means and Effect Size
  8. Errors of Hypothesis Testing and Statistical Power
  9. Introduction to the Analysis of Factorial Experiments
    
III. The Analysis of Factoral Designs
  10. Analytical Comparisons in the Factorial Design
    
IV. The Analysis of Within-Subject Designs
  11. The Single-Factor Within-Subjects Design
  12. The Mixed Within-Subjects Factorial Design
  13. The Two-Factor Within-Subjects Design
    
V. Additional Statistical Procedures
  14. Analysis of Categorical Data
  15. Correlation and Regression
  16. Additional Topics: Nonexperimental Research, Using the Computer, and Areas of Further Study
    
  Appendixes
  Glossary
  References
  Indexes