Using Multiple Regression Analysis
In using multiple regression analysis to estimate consumer demand, a manager must decide which
variables to include in the analysis. Various types of statistical problems can arise if relevant variables
are excluded from the analysis or if irrelevant variables are included. The choice of variables is derived
from economic theory, real-world experience, which is the problem under consideration, and common
sense.