514 CHAPTER 13 DESIGN AND ANALYSIS OF SINGLE-FACTOR EXPERIMENTS: THE ANALYSIS OF VARIANCE CHAPTER OUTLINE 13-1 DESIGNING ENGINEERING EXPERIMENTS 13-2 COMPLETELY RANDOMIZED SINGLE-FACTOR EXPERIMENT 13-2.1 Example: Tensile Strength 13-2.2 Analysis of Variance 13-2.3 Multiple Comparisons Following the ANOVA 13-2.4 Residual Analysis and Model Checking 13-2.5 Determining Sample Size 13-3 THE RANDOM-EFFECTS MODEL 13-3.1 Fixed Versus Random Factors 13-3.2 ANOVA and Variance Components 13-4 RANDOMIZED COMPLETE BLOCK DESIGN 13-4.1 Design and Statistical Analysis 13-4.2 Multiple Comparisons 13-4.3 Residual Analysis and Model Checking LEARNING OBJECTIVES After careful study of this chapter you should be able to do the following: 1. Design and conduct engineering experiments involving a single factor with an arbitrary number of levels 2. Understand how the analysis of variance is used to analyze the data from these experiments 3. Assess model adequacy with residual plots 4. Use multiple comparison procedures to identify specific differences between means