Model Misspecification and Linear Sandwiches
Introduction
Traditional linear models, such as the output of the R function
lm(), are often loaded with a set of strong assumptions.
Take univariate regression:
\[
Y = q+mX+\varepsilon. (\#eq:lm)
\] This equation assumes that:
The conditional mean...
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