Specifically, you must address these critical elements A. Graphs I.docx

Specifically, you must address these critical elements: A.
Graphs: In this section, you will use graphical displays to
examine the data and formulate an initial hypothesis. In
particular, you should: 1. Create key graphical displays that
give a sense of potential relationships between variables.
Include the graphs and discuss why you selected these graphical
displays as opposed to others. B. Conduct appropriate
hypothesis tests, simple regressions, and other tests to analyze
the data set. C. Explain why these tests are the best choice in
this context and how they compare with established best
practices. D. Analysis of Biostatistics: Use this section to
describe your findings from a statistical standpoint. Be sure to:
1. Present key biostatistics from the graphs, tests, and
regressions performed, and explain what they mean. Be sure to
include a spreadsheet showing your work as an appendix. 2.
What statistical inferences or conclusions can you draw based
on the hypothesis tests and simple regression analyses
performed? Justify your response.
use this data to do this milestone.
id
admitdate
foldate
los
lenfol
fstat
age
gender
bmi
1
3/13/1995
3/19/1995
4
6

1
65
0
31.38134
2
1/14/1995
1/23/1996
5
374
1
88
1
22.6579
3
2/17/1995
10/4/2001
5
2421
1
77
0
27.87892
4
4/7/1995
7/14/1995
9
98
1
81
1
21.47878
5
2/9/1995
5/29/1998
4
1205

1
78
0
30.70601
6
1/16/1995
9/11/2000
7
2065
1
82
1
26.45294
7
1/17/1995
10/15/1997
3
1002
1
66
1
35.71147
8
11/15/1994
11/24/2000
56
2201
1
81
1
28.27676
9
8/18/1995
2/23/1996
5
189

1
76
0
27.12082
10
7/22/1995
12/31/2002
9
2719
0
40
0
21.78971
11
10/11/1995
12/31/2002
6
2638
0
73
1
28.43344
12
5/26/1995
9/29/1996
11
492
1
83
0
24.66175
13
5/21/1995
3/18/1996
6
302

1
64
1
27.46412
14
12/14/1995
12/31/2002
10
2574
0
58
0
29.83756
15
11/8/1995
12/31/2002
7
2610
0
43
0
22.95776
16
10/8/1995
12/31/2002
5
2641
0
39
0
30.10881
17
10/17/1995
5/12/2000
6
1669

1
66
0
31.99738
18
10/30/1995
1/5/2003
9
2624
1
61
0
30.7142
19
12/10/1995
12/31/2002
6
2578
0
49
0
25.69548
20
11/23/1995
12/31/2002
5
2595
0
53
1
30.12017
21
10/5/1995
2/5/1996
6
123

1
85
0
18.41038
22
11/5/1995
12/31/2002
8
2613
0
69
1
37.60097
23
9/9/1995
10/22/1997
4
774
1
54
0
28.97529
24
9/9/1995
3/13/2001
14
2012
1
82
0
19.90095
25
12/15/1995
12/31/2002
4
2573

0
67
1
28.32237
26
12/3/1995
1/19/2001
11
1874
1
89
1
23.43605
27
10/18/1995
12/31/2002
2
2631
0
68
0
26.44693
28
3/16/1995
6/4/2000
7
1907
1
78
0
28.20595
29
10/25/1995
4/15/1997
5
538

1
56
0
24.11997
30
10/6/1995
1/18/1996
4
104
1
85
1
36.71647
31
9/3/1995
9/9/1995
4
6
1
72
0
27.97907
32
6/30/1995
5/1/1999
5
1401
1
50
0
20.363
33
7/22/1995
12/22/2002
8
2710

1
81
1
28.64898
34
9/17/1995
1/5/1998
4
841
1
85
1
20.17772
35
3/21/1997
8/16/1997
6
148
1
84
1
23.6187
36
2/23/1997
12/31/2002
12
2137
0
75
0
23.67519
37
1/1/1997
12/31/2002
16
2190

0
61
0
23.4314
38
1/18/1997
12/31/2002
5
2173
0
48
0
33.4511
39
1/19/1997
4/25/1998
8
461
1
83
1
19.57068
40
3/18/1997
12/31/2002
10
2114
0
82
0
25.82748
41
2/3/1997
12/31/2002
4
2157

0
62
0
30.86625
42
5/17/1997
12/31/2002
5
2054
0
39
0
24.21079
43
3/8/1997
12/31/2002
5
2124
0
45
0
31.66439
44
2/23/1997
12/31/2002
4
2137
0
65
0
26.22085
45
6/14/1997
1/5/2003
18
2031

1
76
1
32.41986
46
7/7/1997
12/31/2002
9
2003
0
77
1
24.56345
47
4/27/1997
12/31/2002
9
2074
0
68
0
21.3055
48
5/15/1997
2/13/1998
7
274
1
73
0
26.45678
49
7/26/1997
12/31/2002
4
1984

0
64
0
27.97977
50
7/17/1997
12/31/2002
6
1993
0
80
0
36.02333
51
9/9/1997
12/31/2002
7
1939
0
84
1
22.31424
52
6/19/1997
9/3/2000
4
1172
1
43
1
25.33148
53
8/20/1997
11/17/1997
3
89

1
87
1
18.77718
54
8/28/1997
1/3/1998
7
128
1
70
1
18.60004
55
9/9/1997
12/31/2002
17
1939
0
80
0
25.50204
56
9/1/1997
9/15/1997
11
14
1
64
1
24.41255
57
9/3/1997
6/10/2000
5
1011

1
59
1
29.85998
58
9/24/1997
10/30/2001
6
1497
1
92
0
24.3664
59
9/19/1997
12/31/2002
3
1929
0
51
0
34.77034
60
4/17/1997
12/31/2002
1
2084
0
41
0
27.26234
61
10/21/1997
2/5/1998
6
107

1
90
0
24.78423
62
10/2/1997
12/27/1998
4
451
1
83
0
21.80987
63
1/8/1997
12/31/2002
3
2183
0
61
0
27.36909
64
11/11/1997
12/31/2002
7
1876
0
64
0
26.22085
65
11/7/1997
5/31/2000
3
936

1
82
0
26.88683
66
4/20/1997
4/18/1998
5
363
1
91
1
27.61844
67
6/18/1997
5/1/2000
5
1048
1
48
0
31.58373
68
10/29/1997
12/31/2002
12
1889
0
63
0
23.33267
69
4/29/1997
12/31/2002
5
2072

0
81
0
28.35006
70
11/8/1997
12/31/2002
7
1879
0
52
0
32.63621
71
11/17/1997
12/31/2002
4
1870
0
65
0
31.95113
72
11/28/1997
12/31/2002
5
1859
0
74
0
25.01782
73
5/19/1997
12/31/2002
5
2052

0
62
0
30.22827
74
12/11/1997
12/31/2002
4
1846
0
60
1
29.28812
75
5/10/1997
12/31/2002
7
2061
0
71
0
32.32407
76
10/6/1997
12/31/2002
3
1912
0
73
0
31.47445
77
12/21/1997
12/31/2002
5
1836

0
43
0
28.59188
78
11/22/1997
3/16/1998
7
114
1
80
0
33.36074
79
10/31/1997
2/4/2002
7
1557
1
72
0
21.80987
80
6/28/1997
12/27/2000
5
1278
1
57
0
23.57087
81
12/21/1997
12/31/2002
3
1836

0
80
1
28.35006
82
10/2/1997
12/31/2002
6
1916
0
76
0
28.03555
83
9/14/1997
12/31/2002
3
1934
0
53
0
24.21079
84
9/25/1997
12/31/2002
10
1923
0
44
0
32.60387
85
12/2/1997
1/15/1998
3
44

1
71
0
23.0563
86
9/26/1997
12/31/2002
6
1922
0
64
0
31.75016
87
10/24/1997
7/25/1998
5
274
1
86
0
21.10959
88
11/27/1997
12/31/2002
7
1860
0
72
1
25.23266
89
4/12/1997
3/23/2002
4
1806

1
73
1
22.86698
90
2/15/1997
12/31/2002
6
2145
0
85
1
26.05501
91
10/22/1997
4/22/1998
5
182
1
60
0
23.18023
92
6/27/1997
12/31/2002
4
2013
0
63
0
35.48949
93
1/17/1997
12/31/2002
5
2174

0
80
1
20.59809
94
12/12/1997
5/24/2002
4
1624
1
74
0
30.13206
95
11/4/1997
5/10/1998
10
187
1
79
1
16.78615
96
11/4/1997
12/31/2002
4
1883
0
48
1
32.11709
97
12/24/1997
4/19/2002
3
1577

1
32
1
39.93835
98
11/26/1997
1/27/1998
8
62
1
86
1
14.91878
99
8/10/1997
12/31/2002
16
1969
0
56
0
29.05295
100
3/26/1997
2/13/2000
7
1054
1
74
0
32.89087

Specifically, you must address these critical elements A. Graphs I.docx

Specifically, you must address these critical elements A. Graphs I.docx

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Specifically, you must address these critical elements A. Graphs I.docx