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Data Review Project – Business Stats Real Estate 17e

Sep 3, 2021 | Mathematics - Statistics | 0 comments

Sep 3, 2021 | Mathematics - Statistics | 0 comments

Data Review Project – Business Stats Real Estate 17e

Data Review Project – Business Stats Real Estate 17e
Record # Agent Price Size Bedrooms Baths Pool (yes is 1) Garage (Yes is 1) Days Township Mortgage type Years FICO Default (Yes is 1)
1 Marty 206424 1820 2 1.5 1 1 33 2 Fixed 2 824 0
2 Rose 346150 3010 3 2 0 0 36 4 Fixed 9 820 0
3 Carter 372360 3210 4 3 0 1 21 2 Fixed 18 819 0
4 Peterson 310622 3330 3 2.5 1 0 26 3 Fixed 17 817 0
5 Carter 496100 4510 6 4.5 0 1 13 4 Fixed 17 816 0
6 Peterson 294086 3440 4 3 1 1 31 4 Fixed 19 813 0
7 Carter 228810 2630 4 2.5 0 1 39 4 Adjustable 10 813 0
8 Isaacs 384420 4470 5 3.5 0 1 26 2 Fixed 6 812 0
9 Peterson 416120 4040 5 3.5 0 1 26 4 Fixed 3 810 0
10 Isaacs 487494 4380 6 4 1 1 32 3 Fixed 6 808 0
11 Rose 448800 5280 6 4 0 1 35 4 Fixed 8 806 1
12 Peterson 388960 4420 4 3 0 1 50 2 Adjustable 9 805 1
13 Marty 335610 2970 3 2.5 0 1 25 3 Adjustable 9 801 1
14 Rose 276000 2300 2 1.5 0 0 34 1 Fixed 20 798 0
15 Rose 346421 2970 4 3 1 1 17 3 Adjustable 10 795 0
16 Isaacs 453913 3660 6 4 1 1 12 3 Fixed 18 792 0
17 Carter 376146 3290 5 3.5 1 1 28 2 Adjustable 9 792 1
18 Peterson 694430 5900 5 3.5 1 1 36 3 Adjustable 10 788 0
19 Rose 251269 2050 3 2 1 1 38 3 Fixed 16 786 0
20 Rose 547596 4920 6 4.5 1 1 37 5 Fixed 2 785 0
21 Marty 214910 1950 2 1.5 1 0 20 4 Fixed 6 784 0
22 Rose 188799 1950 2 1.5 1 0 52 1 Fixed 10 782 0
23 Carter 459950 4680 4 3 1 1 31 4 Fixed 8 781 0
24 Isaacs 264160 2540 3 2.5 0 1 40 1 Fixed 18 780 0
25 Carter 393557 3180 4 3 1 1 54 1 Fixed 20 776 0
26 Isaacs 478675 4660 5 3.5 1 1 26 5 Adjustable 9 773 0
27 Carter 384020 4220 5 3.5 0 1 23 4 Adjustable 9 772 1
28 Marty 313200 3600 4 3 0 1 31 3 Fixed 19 772 0
29 Isaacs 274482 2990 3 2 1 0 37 3 Fixed 5 769 0
30 Marty 167962 1920 2 1.5 1 1 31 5 Fixed 6 769 0
31 Isaacs 175823 1970 2 1.5 1 0 28 5 Adjustable 9 766 1
32 Isaacs 226498 2520 4 3 1 1 28 3 Fixed 8 763 1
33 Carter 316827 3150 4 3 1 1 22 4 Fixed 2 759 1
34 Carter 189984 1550 2 1.5 1 0 22 2 Fixed 17 758 0
35 Marty 366350 3090 3 2 1 1 23 3 Fixed 5 754 1
36 Isaacs 416160 4080 4 3 0 1 25 4 Fixed 12 753 0
37 Isaacs 308000 3500 4 3 0 1 37 2 Fixed 18 752 0
38 Rose 294357 2620 4 3 1 1 15 4 Fixed 10 751 0
39 Carter 337144 2790 4 3 1 1 19 3 Fixed 15 749 0
40 Peterson 299730 2910 3 2 0 0 31 2 Fixed 13 748 0
41 Rose 445740 4370 4 3 0 1 19 3 Fixed 5 746 0
42 Rose 410592 4200 4 3 1 1 27 1 Adjustable 9 741 1
43 Peterson 667732 5570 5 3.5 1 1 29 5 Fixed 4 740 0
44 Rose 523584 5050 6 4 1 1 19 5 Adjustable 10 739 0
45 Marty 336000 3360 3 2 0 0 32 3 Fixed 6 737 0
46 Marty 202598 2270 3 2 1 0 28 1 Fixed 10 737 0
47 Marty 326695 2830 3 2.5 1 0 30 4 Fixed 8 736 0
48 Rose 321320 2770 3 2 0 1 23 4 Fixed 6 736 0
49 Isaacs 246820 2870 4 3 0 1 27 5 Fixed 13 735 0
50 Isaacs 546084 5910 6 4 1 1 35 5 Adjustable 10 731 0
51 Isaacs 793084 6800 8 5.5 1 1 27 4 Fixed 6 729 0
52 Isaacs 174528 1600 2 1.5 1 0 39 2 Fixed 15 728 0
53 Peterson 392554 3970 4 3 1 1 30 4 Fixed 17 726 0
54 Peterson 263160 3060 3 2 0 1 26 3 Fixed 10 726 0
55 Rose 237120 1900 2 1.5 1 0 14 3 Fixed 18 723 0
56 Carter 225750 2150 2 1.5 1 1 27 2 Fixed 15 715 0
57 Isaacs 848420 7190 6 4 0 1 49 1 Fixed 5 710 0
58 Carter 371956 3110 5 3.5 1 1 29 5 Fixed 8 710 0
59 Carter 404538 3290 5 3.5 1 1 24 2 Fixed 14 707 0
60 Rose 250090 2810 4 3 0 1 18 5 Fixed 11 704 0
61 Peterson 369978 3830 4 2.5 1 1 27 4 Fixed 10 703 0
62 Peterson 209292 1630 2 1.5 1 0 18 3 Fixed 10 701 0
63 Isaacs 190032 1850 2 1.5 1 1 30 4 Adjustable 2 675 0
64 Isaacs 216720 2520 3 2.5 0 0 2 4 Adjustable 5 674 1
65 Marty 323417 3220 4 3 1 1 22 4 Adjustable 2 673 0
66 Isaacs 316210 3070 3 2 0 0 30 1 Adjustable 1 673 0
67 Peterson 226054 2090 2 1.5 1 1 28 1 Adjustable 6 670 0
68 Marty 183920 2090 3 2 0 0 30 2 Adjustable 8 669 1
69 Rose 248400 2300 3 2.5 1 1 50 2 Adjustable 4 667 0
70 Isaacs 466560 5760 5 3.5 0 1 42 4 Adjustable 3 665 0
71 Rose 667212 6110 6 4 1 1 21 3 Adjustable 8 662 1
72 Peterson 362710 4370 4 2.5 0 1 24 1 Adjustable 2 656 0
73 Rose 265440 3160 5 3.5 1 1 22 5 Adjustable 3 653 0
74 Rose 706596 6600 7 5 1 1 40 3 Adjustable 7 652 1
75 Marty 293700 3300 3 2 0 0 14 4 Adjustable 7 647 1
76 Marty 199448 2330 2 1.5 1 1 25 3 Adjustable 5 644 1
77 Carter 369533 4230 4 3 1 1 32 2 Adjustable 2 642 0
78 Marty 230121 2030 2 1.5 1 0 21 2 Adjustable 3 639 0
79 Marty 169000 1690 2 1.5 0 0 20 1 Adjustable 7 639 1
80 Peterson 190291 2040 2 1.5 1 1 31 4 Adjustable 6 631 1
81 Rose 393584 4660 4 3 1 1 34 3 Adjustable 7 630 1
82 Marty 363792 2860 3 2.5 1 1 48 5 Adjustable 3 626 0
83 Carter 360960 3840 6 4.5 0 1 32 2 Adjustable 5 626 1
84 Carter 310877 3180 3 2 1 1 40 1 Adjustable 6 624 1
85 Peterson 919480 7670 8 5.5 1 1 30 4 Adjustable 1 623 0
86 Carter 392904 3400 3 2 1 0 40 2 Adjustable 8 618 1
87 Carter 200928 1840 2 1.5 1 1 36 4 Adjustable 3 618 1
88 Carter 537900 4890 6 4 0 1 23 1 Adjustable 7 614 0
89 Rose 258120 2390 3 2.5 0 1 23 1 Adjustable 6 614 1
90 Carter 558342 6160 6 4 1 1 24 3 Adjustable 7 613 0
91 Marty 302720 3440 4 2.5 0 1 38 3 Adjustable 3 609 1
92 Isaacs 240115 2220 2 1.5 1 0 39 5 Adjustable 1 609 0
93 Carter 793656 6530 7 5 1 1 53 4 Adjustable 3 605 1
94 Peterson 218862 1930 2 1.5 1 0 58 4 Adjustable 1 604 0
95 Peterson 383081 3510 3 2 1 1 27 2 Adjustable 6 601 1
96 Marty 351520 3380 3 2 0 1 35 2 Adjustable 8 599 1
97 Peterson 841491 7030 6 4 1 1 50 4 Adjustable 8 596 1
98 Marty 336300 2850 3 2.5 0 0 28 1 Adjustable 6 595 1
99 Isaacs 312863 3750 6 4 1 1 12 4 Adjustable 2 595 0
100 Carter 275033 3060 3 2 1 1 27 3 Adjustable 3 593 0
101 Peterson 229990 2110 2 1.5 0 0 37 3 Adjustable 6 591 1
102 Isaacs 195257 2130 2 1.5 1 0 11 5 Adjustable 8 591 1
103 Marty 194238 1650 2 1.5 1 1 30 2 Adjustable 7 590 1
104 Peterson 348528 2740 4 3 1 1 27 5 Adjustable 3 584 1
105 Peterson 241920 2240 2 1.5 0 1 34 5 Adjustable 8 583 1
FICO Residual Plot

FICO

Residuals

Type code Residual Plot

Normal Probability Plot

Sample
Record # Agent Price Size Bedrooms Baths Pool (yes is 1) Garage (Yes is 1) Days Township Mortgage type Years FICO Default (Yes is 1)
5 Carter 496100 4510 6 4.5 0 1 13 4 Fixed 17 816 0
10 Isaacs 487494 4380 6 4 1 1 32 3 Fixed 6 808 0
15 Rose 346421 2970 4 3 1 1 17 3 Adjustable 10 795 0
20 Rose 547596 4920 6 4.5 1 1 37 5 Fixed 2 785 0
25 Carter 393557 3180 4 3 1 1 54 1 Fixed 20 776 0
30 Marty 167962 1920 2 1.5 1 1 31 5 Fixed 6 769 0
35 Marty 366350 3090 3 2 1 1 23 3 Fixed 5 754 1
40 Peterson 299730 2910 3 2 0 0 31 2 Fixed 13 748 0
45 Marty 336000 3360 3 2 0 0 32 3 Fixed 6 737 0
50 Isaacs 546084 5910 6 4 1 1 35 5 Adjustable 10 731 0
55 Rose 237120 1900 2 1.5 1 0 14 3 Fixed 18 723 0
60 Rose 250090 2810 4 3 0 1 18 5 Fixed 11 704 0
65 Marty 323417 3220 4 3 1 1 22 4 Adjustable 2 673 0
70 Isaacs 466560 5760 5 3.5 0 1 42 4 Adjustable 3 665 0
75 Marty 293700 3300 3 2 0 0 14 4 Adjustable 7 647 1
80 Peterson 190291 2040 2 1.5 1 1 31 4 Adjustable 6 631 1
85 Peterson 919480 7670 8 5.5 1 1 30 4 Adjustable 1 623 0
90 Carter 558342 6160 6 4 1 1 24 3 Adjustable 7 613 0
95 Peterson 383081 3510 3 2 1 1 27 2 Adjustable 6 601 1
100 Carter 275033 3060 3 2 1 1 27 3 Adjustable 3 593 0
105 Peterson 241920 2240 2 1.5 0 1 34 5 Adjustable 8 583 1Read more

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