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Last active January 13, 2017 21:54
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Simple bootstrapping example
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bootstrapping.ipynb
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Raw
law.csv
LSAT GPA
576 3.39
635 3.3
558 2.81
578 3.03
666 3.44
580 3.07
555 3
661 3.43
651 3.36
605 3.13
653 3.12
575 2.74
545 2.76
572 2.88
594 2.96
Raw
law82.csv
School LSAT GPA
1 622 3.23
2 542 2.83
3 579 3.24
4 653 3.12
5 606 3.09
6 576 3.39
7 620 3.1
8 615 3.4
9 553 2.97
10 607 2.91
11 558 3.11
12 596 3.24
13 635 3.3
14 581 3.22
15 661 3.43
16 547 2.91
17 599 3.23
18 646 3.47
19 622 3.15
20 611 3.33
21 546 2.99
22 614 3.19
23 628 3.03
24 575 3.01
25 662 3.39
26 627 3.41
27 608 3.04
28 632 3.29
29 587 3.16
30 581 3.17
31 605 3.13
32 704 3.36
33 477 2.57
34 591 3.02
35 578 3.03
36 572 2.88
37 615 3.37
38 606 3.2
39 603 3.23
40 535 2.98
41 595 3.11
42 575 2.92
43 573 2.85
44 644 3.38
45 545 2.76
46 645 3.27
47 651 3.36
48 562 3.19
49 609 3.17
50 555 3
51 586 3.11
52 580 3.07
53 594 2.96
54 594 3.05
55 560 2.93
56 641 3.28
57 512 3.01
58 631 3.21
59 597 3.32
60 621 3.24
61 617 3.03
62 637 3.33
62 572 3.08
64 610 3.13
65 562 3.01
66 635 3.3
67 614 3.15
68 546 2.82
69 598 3.2
70 666 3.44
71 570 3.01
72 570 2.92
73 605 3.45
74 565 3.15
75 686 3.5
76 608 3.16
77 595 3.19
78 590 3.15
79 558 2.81
80 611 3.16
81 564 3.02
82 575 2.74
Raw
law_pop.csv
1 622 3.23
2 542 2.83
3 579 3.24
4 653 3.12
5 606 3.09
6 576 3.39
7 620 3.1
8 615 3.4
9 553 2.97
10 607 2.91
11 558 3.11
12 596 3.24
13 635 3.3
14 581 3.22
15 661 3.43
16 547 2.91
17 599 3.23
18 646 3.47
19 622 3.15
20 611 3.33
21 546 2.99
22 614 3.19
23 628 3.03
24 575 3.01
25 662 3.39
26 627 3.41
27 608 3.04
28 632 3.29
29 587 3.16
30 581 3.17
31 605 3.13
32 704 3.36
33 477 2.57
34 591 3.02
35 578 3.03
36 572 2.88
37 615 3.37
38 606 3.2
39 603 3.23
40 535 2.98
41 595 3.11
42 575 2.92
43 573 2.85
44 644 3.38
45 545 2.76
46 645 3.27
47 651 3.36
48 562 3.19
49 609 3.17
50 555 3
51 586 3.11
52 580 3.07
53 594 2.96
54 594 3.05
55 560 2.93
56 641 3.28
57 512 3.01
58 631 3.21
59 597 3.32
60 621 3.24
61 617 3.03
62 637 3.33
62 572 3.08
64 610 3.13
65 562 3.01
66 635 3.3
67 614 3.15
68 546 2.82
69 598 3.2
70 666 3.44
71 570 3.01
72 570 2.92
73 605 3.45
74 565 3.15
75 686 3.5
76 608 3.16
77 595 3.19
78 590 3.15
79 558 2.81
80 611 3.16
81 564 3.02
82 575 2.74
Raw
law_sample.csv
School LSAT GPA
4 653 3.12
6 576 3.39
13 635 3.3
15 661 3.43
31 605 3.13
35 578 3.03
36 572 2.88
45 545 2.76
47 651 3.36
50 555 3
52 580 3.07
53 594 2.96
70 666 3.44
79 558 2.81
82 575 2.74
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script.ipynb
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