3. When is the simple linear model appropriate in managerial economics?
Use a simple linear model when one predictor explains most variation and the relationship is roughly linear. Common examples include cost–output, price–demand, and wage–productivity links. Verify independence, homoscedastic residuals, and no major omitted variables with scatterplots, residual plots, and specification tests first.
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