When using regression analysis the simplest assumption that is generally made first is that the relationship between the correlate pairs is nonlinear.

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The simplest assumption that is generally made first in regression analysis is that the relationship between the correlate pairs is linear. Nonlinear relationships can also be modeled, but linear relationships are generally assumed as a starting point.

When Using Regression Analysis the Simplest Assumption That Is Generally