Nonlinear Multiple Regression Models
In this chapter, we consider the use of nonlinear transformations that allow us to use multiple linear regression to model situations in which marginal responses are either increasing or decreasing, rather than constant. We will explore Tukey's Ladder of Powers to identify particular ways to rescale variables to produce valid models with superior fit.
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