[Step-by-Step] The Georgia Tourist Association distributes pamphlets, maps, and other tourist-related information to people who call a toll-free number
Question: The Georgia Tourist Association distributes pamphlets, maps, and other tourist-related information to people who call a toll-free number and request information. The manager decided to develop a multiple regression model to predict the number of calls that will be received in the coming week. A random sample of 20 weeks is selected. The collected data are summarized in the chart below .
- Specify a suitable multiple regression equation to estimate with the data.
- What percentage of the total variation in the number of calls is explained by the regression model?
- Is the overall multiple regression equation statistically significant? Explain.
- Which, if any, of the independent variables is statistically significant? Test using a significance level of 0.05.
| Calls Received | Ads Place Previous Week | Calls Received the Previous Week | Airline Bookings | ||
| 345 | 12 | 297 | 3,456 | ||
| 456 | 14 | 502 | 3,456 | ||
| 356 | 13 | 340 | 3,600 | ||
| 605 | 16 | 450 | 5,500 | ||
| 209 | 14 | 350 | 2,400 | ||
| 306 | 10 | 340 | 2,890 | ||
| 457 | 15 | 401 | 3,757 | ||
| 259 | 12 | 340 | 2,590 | ||
| 540 | 13 | 480 | 4,840 | ||
| 460 | 16 | 440 | 3,560 | ||
| 378 | 14 | 348 | 3,460 | ||
| 456 | 16 | 518 | 3,679 | ||
| 209 | 14 | 350 | 2,400 | ||
| 306 | 10 | 340 | 2,890 | ||
| 457 | 15 | 401 | 3,757 | ||
| 259 | 12 | 340 | 2,590 | ||
| 540 | 13 | 480 | 4,840 | ||
| 460 | 16 | 440 | 3,560 | ||
| 356 | 13 | 340 | 3,600 | ||
| 605 | 16 | 450 | 5,500 | ||
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