Design and Analysis of Experiments, 9th Edition

CHAPTER 15Other Design and Analysis Topics

CHAPTER OUTLINE

1. 15.1 NONNORMAL RESPONSES AND TRANSFORMATIONS
   1. 15.1.1 Selecting a Transformation: The Box–Cox Method
   2. 15.1.2 The Generalized Linear Model
2. 15.2 UNBALANCED DATA IN A FACTORIAL DESIGN
   1. 15.2.1 Proportional Data: An Easy Case
   2. 15.2.2 Approximate Methods
   3. 15.2.3 The Exact Method
3. 15.3 THE ANALYSIS OF COVARIANCE
   1. 15.3.1 Description of the Procedure
   2. 15.3.2 Computer Solution
   3. 15.3.3 Development by the General Regression Significance Test
   4. 15.3.4 Factorial Experiments with Covariates
4. 15.4 REPEATED MEASURES
5. SUPPLEMENTAL MATERIAL FOR CHAPTER 15
6. S15.1 The Form of a Transformation
7. S15.2 Selecting λ in the Box–Cox Method
8. S15.3 Generalized Linear Models
   1. S15.3.1 Models with a Binary Response Variable
   2. S15.3.2 Estimating the Parameters in a Logistic Regression Model
   3. S15.3.3 Interpreting the Parameters in a Logistic Regression Model
   4. S15.3.4 Hypothesis Tests on Model Parameters
   5. S15.3.5 Poisson Regression
   6. S15.3.6 The Generalized Linear Model
   7. S15.3.7 Link Functions and Linear Predictors
   8. S15.3.8 Parameter Estimation in the Generalized Linear Model
   9. S15.3.9 Prediction and Estimation with the Generalized Linear Model
   10. S15.3.10 Residual Analysis in the Generalized Linear Model
9. S15.4 Unbalanced Data in a Factorial Design
   1. S15.4.1 The Regression Model Approach
   2. S15.4.2 The Type 3 Analysis
   3. S15.4.3 Type 1, Type 2, Type 3 and Type 4 Sums of Squares
   4. S15.4.4 Analysis of Unbalanced Data using the Means Model

The supplemental material is on the textbook website ...