What is the appropriate statistical test to identify any significant difference between Gender groups and patients’ Albumin Levels? Write down the assumptions of the proposed statistical test?  Formulate null hypothesis & alternative hypothesis for such an association?

MATLAB: An Introduction with Applications
6th Edition
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Author:Amos Gilat
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What is the appropriate statistical test to identify any significant difference between Gender groups and patients’ Albumin Levels? Write down the assumptions of the proposed statistical test?  Formulate null hypothesis & alternative hypothesis for such an association?                                 

1 Patient ID
2 A0001
3 A0002
4 A0003
5 A0004
6 A0005
7 A0006
8 A0007
9 A0008
10 A0009
11 A0010
12 A0011
13 A0012
14 A0013
15 A0014
16 A0015
17 A0016
18 A0017
19 A0018
20 A0019
21 A0020
22 A0021
23 A0022
24 A0023
25 A0024
26 A0025
27 A0026
28 A0027
29 A0028
30 A0029
31 A0030
32
33
Smoking status Age Albumin(g/dl)
YES
NO
NO
YES
NO
YES
NO
YES
NO
YES
NO
YES
YES
NO
YES
INO
NO
YES
NO
YES
NO
YES
NO
YES
NO
YES
NO
YES
INO
YES
32
28
36
38
29
35
39
40
38
32
36
2888EEEE8
35
29
26
45
40
39
36
30
2
28
45
40
39
36
28
30
28
36
38
Gender BMI
3.5 Male
4 female
4.2 female
4.8 female
3.8 Male
4.3 Male
4 Male
4.5 female
3.5 female
2.8 Male
5 Male
3.4 female
3 Male
2.8 female
4 Male
2.5 female
3 Male
2.8 Male
3 female
4.5 Male
5 female
2.6 female
4.5 Male
2.5 female
2.8 female
4 Male
2.8 female
3 female
4 female
2.2 Male
Exercise Systolic BP (mmHg)
24.7 No
29.6 No
25.9 yes
20.3 No
22.5 Yes
22.5 yes
24.8 No
23.5 Yes
25.5 No
21.5 No
20.4 Yes
23.5 No
20.5 No
25.5 Yes
28.6 No
29.9 No
30 yes
30.3 No
28.9 Yes
23.8 yes
24.6 No
38.5 No
26.7 yes
22.8 yes
30.5 No
26.8 yes
25.6 No
27.8 Yes
24.6 yes
38.5 No
120
128
126
110
136
118
120
116
128
126
120
118
110
110
138
140
139
140
140
118
120
138
120
116
126
110
116
129
120
138
Transcribed Image Text:1 Patient ID 2 A0001 3 A0002 4 A0003 5 A0004 6 A0005 7 A0006 8 A0007 9 A0008 10 A0009 11 A0010 12 A0011 13 A0012 14 A0013 15 A0014 16 A0015 17 A0016 18 A0017 19 A0018 20 A0019 21 A0020 22 A0021 23 A0022 24 A0023 25 A0024 26 A0025 27 A0026 28 A0027 29 A0028 30 A0029 31 A0030 32 33 Smoking status Age Albumin(g/dl) YES NO NO YES NO YES NO YES NO YES NO YES YES NO YES INO NO YES NO YES NO YES NO YES NO YES NO YES INO YES 32 28 36 38 29 35 39 40 38 32 36 2888EEEE8 35 29 26 45 40 39 36 30 2 28 45 40 39 36 28 30 28 36 38 Gender BMI 3.5 Male 4 female 4.2 female 4.8 female 3.8 Male 4.3 Male 4 Male 4.5 female 3.5 female 2.8 Male 5 Male 3.4 female 3 Male 2.8 female 4 Male 2.5 female 3 Male 2.8 Male 3 female 4.5 Male 5 female 2.6 female 4.5 Male 2.5 female 2.8 female 4 Male 2.8 female 3 female 4 female 2.2 Male Exercise Systolic BP (mmHg) 24.7 No 29.6 No 25.9 yes 20.3 No 22.5 Yes 22.5 yes 24.8 No 23.5 Yes 25.5 No 21.5 No 20.4 Yes 23.5 No 20.5 No 25.5 Yes 28.6 No 29.9 No 30 yes 30.3 No 28.9 Yes 23.8 yes 24.6 No 38.5 No 26.7 yes 22.8 yes 30.5 No 26.8 yes 25.6 No 27.8 Yes 24.6 yes 38.5 No 120 128 126 110 136 118 120 116 128 126 120 118 110 110 138 140 139 140 140 118 120 138 120 116 126 110 116 129 120 138
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