15Other Design and Analysis Topics
Example 15.1 Box-Cox Transformation
Example 15.2 The Generalized Linear Model and Logistic Regression
Example 15.3 Poisson Regression
Example 15.4 The Worsted Yarn Experiment
Section 15.2 Unbalanced Data in a Factorial Design
Example 15.5 Analysis of Covariance
Section 15.3.4 Factorial Experiments with Covariates
This chapter highlights several additional topics related to the design and analysis of experiments. The regression methods covered throughout most of the textbook assume that the response is normally distributed with constant variance. When the observed data do not satisfy these assumptions, we may either transform the response or we may modify the modeling assumptions.
Rather than attempting to find ...
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