Question: do regression coefficients have units?
Answer: Regression Coefficients & Units of Measurement. A linear regression equation is just that - an equation. This means that when any of the variables - dependent or explanatory - have units of measurement, we also have to keep track of the units of measurement for the estimated regression coefficients.