In: Statistics and Probability
A suburban hotel derives its revenue from its hotel and restaurant operations. The owners are interested in the relationship between the number of rooms occupied on a nightly basis and the revenue per day in the restaurant. Below is a sample of 25 days (Monday through Thursday) from last year showing the restaurant income and number of rooms occupied.
Determine the coefficient of correlation between the two variables. (Round your answer to 3 decimal places.)
c-1. State the decision rule for 0.10 significance level: H0: ρ ≤ 0; H1: ρ > 0. (Round your answer to 3 decimal places.)
c-2. Compute the value of the test statistic. (Round your answer to 2 decimal places.)
c-3. Is it reasonable to conclude that there is a positive relationship between revenue and occupied rooms? Use the 0.10 significance level.
Answer:
HERE , IN THE ABOVE QUESTION SOME DATA IS MISSING IAM ASSUMING THE DATA TO SOLVING THIS PROBLEM .
I HOPE YOUR SATISFY WITH THIS ANSWER
(a)
Independent variable (X): Revenue
Dependent variable (Y): Occupied
Following table shows the calculations:
X | Y | X^2 | Y^2 | XY | |
1452 | 31 | 2108304 | 961 | 45012 | |
1361 | 30 | 1852321 | 900 | 40830 | |
1426 | 31 | 2033476 | 961 | 44206 | |
1470 | 33 | 2160900 | 1089 | 48510 | |
1456 | 31 | 2119936 | 961 | 45136 | |
1430 | 33 | 2044900 | 1089 | 47190 | |
1354 | 32 | 1833316 | 1024 | 43328 | |
1442 | 32 | 2079364 | 1024 | 46144 | |
1394 | 30 | 1943236 | 900 | 41820 | |
1459 | 29 | 2128681 | 841 | 42311 | |
1399 | 31 | 1957201 | 961 | 43369 | |
1458 | 32 | 2125764 | 1024 | 46656 | |
1537 | 33 | 2362369 | 1089 | 50721 | |
1425 | 32 | 2030625 | 1024 | 45600 | |
1445 | 33 | 2088025 | 1089 | 47685 | |
1439 | 30 | 2070721 | 900 | 43170 | |
1348 | 30 | 1817104 | 900 | 40440 | |
1450 | 31 | 2102500 | 961 | 44950 | |
1431 | 33 | 2047761 | 1089 | 47223 | |
1446 | 34 | 2090916 | 1156 | 49164 | |
1485 | 30 | 2205225 | 900 | 44550 | |
1405 | 30 | 1974025 | 900 | 42150 | |
1461 | 31 | 2134521 | 961 | 45291 | |
1490 | 34 | 2220100 | 1156 | 50660 | |
1426 | 31 | 2033476 | 961 | 44206 | |
Total | 35889 | 787 | 51564767 | 24821 | 1130322 |
(c-1)
(c-2)
(c-3)
Conclusion: It is reasonable to conclude that there is a positive relationship between revenue and occupied rooms.
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