The Minister of National Security in Trinidad and Tobago is interested in determining the factors that influence the number of crimes that are reported. You are tasked to develop a model using the appropriate variables. The following variables are utilized: X1 X2 X3 X4 X5 X6 478 184 74 11 31 20 494 213 72 11 43 18 643 347 70 18 16 16 341 565 71 11 25 19 773 327 72 9 29 24 603 260 68 8 32 15 484 325 68 12 24 14 546 102 62 13 28 11 424 38 69 7 25 12 548 226 66 9 58 15 506 137 60 13 21 9 819 369 81 4 77 36 541 109 66 9 37 12 491 809 67 11 37 16 514 29 65 12 35 11 371 245 64 10 42 14 457 118 64 12 21 10 437 148 62 7 81 27 570 387 59 15 31 16 432 98 56 15 50 15 619 608 46 22 24 8 357 218 54 14 27 13 623 254 54 20 22 11 547 697 45 26 18 8 792 827 57 12 23 11 799 693 57 9 60 18 439 448 61 19 14 12 867 942 52 17 31 10 912 1017 44 21 24 9 462 216 43 18 23 8 859 673 48 19 22 10 805 989 57 14 25 12 652 630 47 19 25 9 776 404 50 19 21 9
The Minister of National Security in Trinidad and Tobago is interested in determining the factors that influence the number of crimes that are reported. You are tasked to develop a model using the appropriate variables. The following variables are utilized:
|
X1 |
X2 |
X3 |
X4 |
X5 |
X6 |
|
478 |
184 |
74 |
11 |
31 |
20 |
|
494 |
213 |
72 |
11 |
43 |
18 |
|
643 |
347 |
70 |
18 |
16 |
16 |
|
341 |
565 |
71 |
11 |
25 |
19 |
|
773 |
327 |
72 |
9 |
29 |
24 |
|
603 |
260 |
68 |
8 |
32 |
15 |
|
484 |
325 |
68 |
12 |
24 |
14 |
|
546 |
102 |
62 |
13 |
28 |
11 |
|
424 |
38 |
69 |
7 |
25 |
12 |
|
548 |
226 |
66 |
9 |
58 |
15 |
|
506 |
137 |
60 |
13 |
21 |
9 |
|
819 |
369 |
81 |
4 |
77 |
36 |
|
541 |
109 |
66 |
9 |
37 |
12 |
|
491 |
809 |
67 |
11 |
37 |
16 |
|
514 |
29 |
65 |
12 |
35 |
11 |
|
371 |
245 |
64 |
10 |
42 |
14 |
|
457 |
118 |
64 |
12 |
21 |
10 |
|
437 |
148 |
62 |
7 |
81 |
27 |
|
570 |
387 |
59 |
15 |
31 |
16 |
|
432 |
98 |
56 |
15 |
50 |
15 |
|
619 |
608 |
46 |
22 |
24 |
8 |
|
357 |
218 |
54 |
14 |
27 |
13 |
|
623 |
254 |
54 |
20 |
22 |
11 |
|
547 |
697 |
45 |
26 |
18 |
8 |
|
792 |
827 |
57 |
12 |
23 |
11 |
|
799 |
693 |
57 |
9 |
60 |
18 |
|
439 |
448 |
61 |
19 |
14 |
12 |
|
867 |
942 |
52 |
17 |
31 |
10 |
|
912 |
1017 |
44 |
21 |
24 |
9 |
|
462 |
216 |
43 |
18 |
23 |
8 |
|
859 |
673 |
48 |
19 |
22 |
10 |
|
805 |
989 |
57 |
14 |
25 |
12 |
|
652 |
630 |
47 |
19 |
25 |
9 |
|
776 |
404 |
50 |
19 |
21 |
9 |
1. At the 10% significance level, determine if the model is useful for predicting the number of crimes that are reported in Trinidad and Tobago. In responding, construct and test any appropriate hypothesis.
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