INN MARGIN ROOMS NEAREST OFFICE COLLEGE INCOME DISTTWN 1 61 3203 0.1 549 8 37 12.1 2 34 2810 1.5

Question:

 INN MARGIN ROOMS NEAREST OFFICE COLLEGE INCOME DISTTWN 1 61 3203 0.1 549 8 37 12.1 2 34 2810 1.5 496 17.5 39 0.4 3 46 2890 1.9 254 20 39 12.2 4 31.9 3422 1 434 15.5 36 2.7 5 57.4 2687 3.4 678 15.5 32 7.9 6 47.5 3080 2.4 488 13.5 31 6.7 7 54.4 2756 1.1 832 14.5 35 6.9 8 46.2 2244 0.7 496 15.5 38 8.9 9 54.1 2862 1.4 809 16.5 33 3 10 43.5 3198 2.5 548 17 38 10.2 11 52.7 3378 1 815 10 40 7.2 12 49.5 2726 3.1 464 19 38 5.5 13 43.4 3597 0.4 616 15.5 39 1.6 14 33.5 3657 2.8 372 18 46 11.3 15 46.3 2554 2.2 585 10 42 4.9 16 44.9 3003 3.4 402 15.5 37 4.6 17 56.5 2045 2.8 562 15 36 10.5 18 39.3 3591 2.3 510 18.5 45 7.2 19 62.8 1613 2.6 686 21.5 45 10.7 20 40.3 2848 1.8 744 19 44 6.4 21 41.1 3098 2 449 11.5 40 7.1 22 35.7 3591 2.9 270 9.5 31 9.8 23 58.5 2210 1.6 611 17.5 39 12.1 24 53.5 3285 2.3 548 23.5 32 11.9 25 54.2 3018 1.2 529 20 35 6.6 26 43.3 3383 2.1 790 11.5 41 5.3 27 58 2382 1.1 484 12 35 13.5 28 38.1 3568 2 365 16.5 37 11.1 29 45.1 2172 2.9 198 7 39 5.6 30 42.8 3003 2.1 457 19.5 35 2.8 31 51.4 2640 0.5 431 19.5 37 7.2 32 45.4 2443 4.2 515 10.5 38 7.3 33 48.2 2429 2 498 20 41 7.2 34 40.2 3670 1.5 240 17.5 37 4.9 35 36.8 3006 1.8 456 15.5 37 10.6 36 54.2 2484 1.5 443 16 41 14.2 37 36.9 2923 3.1 449 14 34 7.2 38 53 2844 0.8 406 13.5 44 4 39 39.3 3159 1.6 392 11 40 14.6 40 54.4 3241 2.1 578 21.5 30 9.7 41 43.7 2915 2.7 620 13.5 38 9.5 42 51.5 3069 1 512 20.5 37 7.1 43 43.5 2910 2.9 418 12.5 39 13 44 48.8 2935 0.4 551 20 39 8.7 45 36.1 2962 3.4 164 12.5 33 6.2 46 33.2 2629 2.9 359 20 39 7.6 47 41.9 3517 1.4 516 6 36 5.7 48 49.8 2859 2.6 544 14.5 35 11.8 49 45 3697 2.2 236 20.5 34 5.8 50 43.2 2724 3.1 597 14.5 32 14.5 51 38.8 3330 1.6 410 13.5 33 10.8 52 37.8 2980 1.1 427 12 42 8.2 53 41 2846 1.2 231 20.5 43 6 54 48.8 2825 3.2 774 13 34 5.8 55 34.3 3548 1.8 449 13.5 43 6.5 56 49.6 2922 2.4 459 19.5 42 10.4 57 49.9 3255 2.1 551 22.5 38 6.1 58 39.2 2996 3 359 15.5 36 6.3 59 42.5 2403 3.3 345 19 42 6.6 60 52.6 3013 0.6 830 20 33 0.7 61 47.3 2642 2.5 450 9 44 10 62 41 3480 2.4 265 18 43 3.8 63 51.1 3227 2.4 711 11 37 8.8 64 52.1 3140 2.1 433 23.5 40 11.1 65 47.6 2751 1.3 426 10.5 38 5.7 66 40.8 2676 1 300 25 33 9.7 67 52.2 2879 2.2 747 19.5 38 11.9 68 60.1 2619 1.4 683 12 43 8 69 52 3354 2.3 614 26.5 37 7.6 70 51.2 3082 2.8 637 22 34 3.6 71 51.2 2775 1.8 497 15 35 9.2 72 44 2813 0.5 233 15 41 3 73 49.6 3359 2.7 473 10.5 30 12.2 74 47.5 3080 2.4 488 13.5 31 6.7 75 54.4 2756 1.1 832 14.5 35 6.9 76 46.2 2244 0.7 496 15.5 38 8.9 77 54.1 2862 1.4 809 16.5 33 3 78 43.5 3198 2.5 548 17 38 10.2 79 52.7 3378 1 815 10 40 7.2 80 49.5 2726 3.1 464 19 38 5.5 81 43.4 3597 0.4 616 15.5 39 1.6 82 33.5 3657 2.8 372 18 46 11.3 83 46.3 2554 2.2 585 10 42 4.9 84 42.9 3838 1.9 875 10 34 11.9 85 27.3 4214 1.9 358 16 40 9.2 86 41.6 2776 2.2 360 16 43 7.5 87 49 1998 0.7 461 19 33 9.9 88 55.4 2790 2.7 645 12 37 5.7 89 54.1 2432 1.4 370 17.5 39 4.5 90 32.4 3124 2.7 349 17 45 7.5 91 47.3 2761 0.9 485 16 35 8.2 92 30.8 3622 2 347 15 40 7.2 93 49 2826 0.1 390 17 40 13.6 94 57.3 2601 1.2 520 18.5 35 3.8 95 60.5 2932 2.5 469 19.5 35 8.7 96 53.4 2772 3.5 622 14.5 29 3.5 97 35.9 2786 2.4 511 15.5 37 6.3 98 40 3397 2.7 855 19.5 42 11.7 99 39.8 3823 0.7 202 17 36 10 100 32 3251 2.6 275 13 39 10.5
2. Regression review II, problem 6 Aa Aa This question aims to review the La Quinta Inn model building exercise as discussed in lecture and described in the course packet. The data collected can be obtained in this Excel file. (Note: Reload this file each time you go through this problem.) The coefficient of multiple determination for the regression of profit margin (MARGIN) on all the other variables is The adjusted coefficient of multiple determination is From the regression output, at a 10% level of significance, which of the following variables are insignificant individually? Check all that apply ROOMS INCOME OFFICE DISTTWN NEAREST COLLEGE Perform a partial F-test to see whether these variables are really useless as a group in explaining the behavior of . The p-value of At a 5% level of significance profit margin. The F-test statistic for testing the significance of the subset variables is the test statistic for testing the significance of the subset variables is these variables significant as a group. Therefore, you choose as your final model. Now, using this final model, predict the profit margin in each the following locations: EITI Characteristic Ann Arbor Bloomington Champaign 2,300 Rooms 2,672 2,500 Competitor distance 1.3 1.2 0.5 Office space ('000s) 952 604 1,430 Students ('000s) 42 21 45 Income ('000s) 35 37 33.5 Distance to downtown 3.4 4.5 1.4 Predicted profit margin

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