Linear Regression vs. Multiple Regression Example . Consider an analyst who wishes to establish a relationship between the daily change in a company's stock prices and daily changes in trading volume.

Figure 1: The results of multiple linear regression depend on the correlation of the predictors, as measured here by the Pearson correlation coefficient r (ref. 2). ( a ) Simulated values of ...