Dixie Showtime Movie Theaters, Inc., owns and operates a chain of cinemas in several markets in the southern U.S. The owners would like to estimate weekly gross revenue as a function of advertising expenditures. Data for a sample of eight markets for a recent week follow.

Market	Weekly Gross Revenue ($100s)		Television Advertising ($100s)	Newspaper Advertising ($100s)
Mobile	101.3		4.9	1.4
Shreveport	52.9		3.1	3.2
Jackson	75.8		4.2	1.5
Birmingham	127.2		4.5	4.3
Little Rock	137.8		3.6	4.0
Biloxi	102.4		3.5	2.3
New Orleans	236.8		5.0	8.4
Baton Rouge	220.6		6.8	5.9

(a) Use the data to develop an estimated regression equation with the amount of television advertising as the independent variable. Let x represent the amount of television advertising If required, round your answers to three decimal places. For subtractive or negative numbers use a minus sign even if there is a sign before the blank. (Example: -300) 41.49 52.78 Test for a significant relationship between television advertising and weekly gross revenue at the 0.05 level of significance. What is the interpretation of this relationship? The input in the box below will not be graded, but may be reviewed and considered by your instructor there is a significant relationship between television advertising and weekly gross revenue, the variables are positively correlated. (b) How much of the variation in the sample values of weekly gross revenue does the model in part (a) explain? If required, round your answer to two decimal places 55.52 (c) Use the data to develop an estimated regression equation with both television advertising and newspaper advertising as the independent variables. Let X1 represent the amount of television advertising Let x2 represent the amount of newspaper advertising If required, round your answers to three decimal places. For subtractive or negative numbers use a minus sign even if there is a sign before the blank. (Example: -300) 23.49 18.98xi + 46.211x2