Calculate MS Regression (e), MS Error (f), and F (g). Use the F value to test the hypothesis that all i s are 0, at the 5% significance level. For the p value version of the test, us a statistical calculator or a statistical software package like Excel to find Significance F— the p value for F.
In a study of central city multiplex movie theaters, 15 theaters located in cities of similar size were selected. The theaters have the same number of screens and show a similar collection of movies. The table below gives the results of a multiple linear regression analysis intended to link monthly theater revenue per seat (in $) to two independent variables: number of parking spaces within two blocks of the theater (x1) and proximity ( in feet) to the nearest subway, light rail, or trolley stop. (x2).