Is there significant difference on the heartbeat rate of the students in prequiz and post quiz? Statistical tool  State the hypotheses      Ho:     Ha: Result  Interpretation    please use the picture below for references

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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Is there significant difference on the heartbeat rate of the students in prequiz and post quiz?

  • Statistical tool 
  • State the hypotheses 

    Ho:

    Ha:

  • Result 
  • Interpretation 

 


please use the picture below for references

Sub
Exp
Num
Exp. Hr. Hr Hr. Anx_ Ans Ans
mum Gender Major Reason cond Collee cups Phobia Prevmath Mathquiz Statquiz sqz base pre post base
pre post
45
4
2
33
72 64 68
20
14
22
6 72 79 76
8 71 63 66
8 71 82 79
5 4 75 76 70 16
6 74 76 75
46
4
4
29
6
22
27
24
47
4
3
39
15
21
13
1
3 1
1
48
4
38
20
26
26
3 2 1
49
4
18
23
50
4
3
4
24
22
27
23
51
4
3
3
4
74 74 69 30
36
32
2 78 80 80 19
29
52
3
4
10
26
24
24
3 68 78 73 20
9 76 79 75 15
8 73 78 77 19
7 74 78 82 27
9 72 67 67 16
10 74 84 76 17
6 73 73 71
7 73 74 76 16
7 80 82 86 18
5 67 68 73 20
7 65 75 69 26
8 71 72 76 18
5 72 75 68 21
70 73 65 11
53
3
4
14
30
1
1
45
17
55
2
4
28
13
18
56
2
4
2
2
31
21
24
5
1
57
1
3
2
20
22
58
2
1
32
19
14
59
2
15
3
19
16
16
60
2
26
20
17
61
1
26
27
20
62
32
25
24
63
21
29
23
64
4
3
43
13
16
65
4
1
26
27
2
4
34
11
19
67
2
3
33
10
11
72 67 68
16
25
15
1 2
1
3
68
2
2
30
69 70 74 18
15
15
69
2
2
46
68 74 71 16
10
17
76 79 71 19
4 68 71 77 18
6 76 79 71 22
10
1
3
2
13
15
4
33
21
19
4
2
4
2
29
15
20
69 70 74 15
3
3
2
4
30
21
17
68 70 69
70 62 7I 17
70 73 77
10
4
34
18
21
19
4
2
32
23
19
3
37
6
15
23
14
2
2
2
1
1
69 67 64 14
17
15
3
2
3
31
64 74 70 22
25
19
8 68 72 71 10
5 71 74 67 15
3 69 78 76 20
8 71 69 76 13
7 72 83 73 14
7 76 78 71
7 76 67 71
5 72 70 67 15
4 74 78 72 20
9 70 71 69 10
7 68 70 73 16
71 73 77 15
4 3 72 75 76 24
6 9 71 78 72 16
9 72 71 73 17
7 6 73 7 79 24 18 20
2
30
13
15
2
28
17
17
81
4
1
10
14
25
23
82
3
10
13
83
2
1
3
11
4
16
15
1
1
84
2
3
30
6
15
18
17
85
2
15
5
18
12
17
86
2
2
32
3
13
87
2
22
27
18
88
4
16
14
89
2
25
20
19
90
2
3
18
4
3
19
21
1
2 1 0
91
2
3
11
17
21
2
2
2
92
4
11
21
15
93
4
2
4
2
37
11
17
3 3 1 2
94
4
4
28
RH, Lan, R, AWelkowitz 2o iroducory atatics tr the betvional sciences. Praguet Ebock Cental ca
openebookotaiproquest.comblark hrutrheboskcaniral praqut.com rg blark stylerianar: poinerstboskcartral proqumt comci
danao ebooka an 200-00-17 00072a
Data from Ihno's Experiment
513
Data from Ihno's Experiment (continued)
Sub
Exp
Num
Exp Hr_ Hr_ Hr_ Anx_ Ans Anx
num Cender Major Reason cond Collee cups Phobia Prevmath Mathquiz Stalquiz sqz base pre post base
pre post
95
3
3
6
69 70 71
23
28
24
1
74 73 71
9 70 66 65
96
2.
2
2
33
17
18
17
3
3 0
4
97
2.
2
2
28
17
12
13
98
2
5
2
2
2
38
10
65 65 69 18
14
19
5
8 72 68 73
7 70 70 64
99
2
41
17
11
18
100
5
2
2
2
39
17
11
14
mNmm
un in un in in
Transcribed Image Text:Sub Exp Num Exp. Hr. Hr Hr. Anx_ Ans Ans mum Gender Major Reason cond Collee cups Phobia Prevmath Mathquiz Statquiz sqz base pre post base pre post 45 4 2 33 72 64 68 20 14 22 6 72 79 76 8 71 63 66 8 71 82 79 5 4 75 76 70 16 6 74 76 75 46 4 4 29 6 22 27 24 47 4 3 39 15 21 13 1 3 1 1 48 4 38 20 26 26 3 2 1 49 4 18 23 50 4 3 4 24 22 27 23 51 4 3 3 4 74 74 69 30 36 32 2 78 80 80 19 29 52 3 4 10 26 24 24 3 68 78 73 20 9 76 79 75 15 8 73 78 77 19 7 74 78 82 27 9 72 67 67 16 10 74 84 76 17 6 73 73 71 7 73 74 76 16 7 80 82 86 18 5 67 68 73 20 7 65 75 69 26 8 71 72 76 18 5 72 75 68 21 70 73 65 11 53 3 4 14 30 1 1 45 17 55 2 4 28 13 18 56 2 4 2 2 31 21 24 5 1 57 1 3 2 20 22 58 2 1 32 19 14 59 2 15 3 19 16 16 60 2 26 20 17 61 1 26 27 20 62 32 25 24 63 21 29 23 64 4 3 43 13 16 65 4 1 26 27 2 4 34 11 19 67 2 3 33 10 11 72 67 68 16 25 15 1 2 1 3 68 2 2 30 69 70 74 18 15 15 69 2 2 46 68 74 71 16 10 17 76 79 71 19 4 68 71 77 18 6 76 79 71 22 10 1 3 2 13 15 4 33 21 19 4 2 4 2 29 15 20 69 70 74 15 3 3 2 4 30 21 17 68 70 69 70 62 7I 17 70 73 77 10 4 34 18 21 19 4 2 32 23 19 3 37 6 15 23 14 2 2 2 1 1 69 67 64 14 17 15 3 2 3 31 64 74 70 22 25 19 8 68 72 71 10 5 71 74 67 15 3 69 78 76 20 8 71 69 76 13 7 72 83 73 14 7 76 78 71 7 76 67 71 5 72 70 67 15 4 74 78 72 20 9 70 71 69 10 7 68 70 73 16 71 73 77 15 4 3 72 75 76 24 6 9 71 78 72 16 9 72 71 73 17 7 6 73 7 79 24 18 20 2 30 13 15 2 28 17 17 81 4 1 10 14 25 23 82 3 10 13 83 2 1 3 11 4 16 15 1 1 84 2 3 30 6 15 18 17 85 2 15 5 18 12 17 86 2 2 32 3 13 87 2 22 27 18 88 4 16 14 89 2 25 20 19 90 2 3 18 4 3 19 21 1 2 1 0 91 2 3 11 17 21 2 2 2 92 4 11 21 15 93 4 2 4 2 37 11 17 3 3 1 2 94 4 4 28 RH, Lan, R, AWelkowitz 2o iroducory atatics tr the betvional sciences. Praguet Ebock Cental ca openebookotaiproquest.comblark hrutrheboskcaniral praqut.com rg blark stylerianar: poinerstboskcartral proqumt comci danao ebooka an 200-00-17 00072a Data from Ihno's Experiment 513 Data from Ihno's Experiment (continued) Sub Exp Num Exp Hr_ Hr_ Hr_ Anx_ Ans Anx num Cender Major Reason cond Collee cups Phobia Prevmath Mathquiz Stalquiz sqz base pre post base pre post 95 3 3 6 69 70 71 23 28 24 1 74 73 71 9 70 66 65 96 2. 2 2 33 17 18 17 3 3 0 4 97 2. 2 2 28 17 12 13 98 2 5 2 2 2 38 10 65 65 69 18 14 19 5 8 72 68 73 7 70 70 64 99 2 41 17 11 18 100 5 2 2 2 39 17 11 14 mNmm un in un in in
Data from Ihno's Experiment
511
Data from
Ihno's Experiment
Exp_ Hr_ Hr_ Hr_ Anx_ Anx_ Anx_
pre post
Sub
Exp
Num
num Gender Major Reason cond Coffee cups Phobia Prevmath Mathquiz Statquiz sqz base pre post base
1
1
1
3
1
1
3
43
6.
7
71 68 65
17
22
20
2.
1
2
49
11
73 75 68
69 76 72
1
1
1
17
19
16
1
1
1
1
1
1
26
19
14
15
1
1
1
4
29
72 73 78
19
13
16
1
1
1
1
10
1
31
6.
71
83
74
26
30
25
1
1
1
1
1
20
6.
70
71
76
12
15
19
1
1
1
4
2
13
4
71
70 66
12
16
17
8
1
1
3
1
2
4
1
23
77 87
84
17
19
22
9
1
1
1
1
38
7
73 72 67
20
14
17
10
1
1
1
2
1
5
7
78
76 74
20
24
19
11
1
1
2
5
29
8
10
74
72 73
74 74
1
1
1
21
25
22
12
1
1
2
32
7
73
32
35
33
13
1
1
1
2
1
7
18
1
3
73 76 78
19
23
20
1
1
3
3
5
4
72
83 77
74 68
14
1
18
27
28
15
1
1
1
4
1
3
3
1
21
8
72
21
27
22
16
1
1
1
4
1
3
1
76
76 79
14
18
21
17
1
37
8
7
68
67 74
77 78 73
74 74 75
74 75 73
1
1
4
1
15
19
18
18
1
1
1
4
1
3
5
1
37
7
39
39
40
19
1
1
3
4
1
2
3
32
10
20
12
18
20
1
2
1
2
1
1
4
1
15
11
20
21
1
2
2
2
1
2
4
25
6.
74
84
77
19
27
23
22
1
2
1
3
1
1
22
4
3
73
71
79
18
13
19
23
1
2
1
3
2
4
1
35
71
74 76
18
22
25
24
1
2
2
2
1
2
47
75 75 71
23
28
24
25
1
2
2
3
1
2
1
41
6
6.
76 73
72
18
24
26
26
1
2
2
4
1
4
26
7
6.
71 76 75
14
10
18
27
1
2
2
4
1
2
39
74 79 79
17
12
16
28
1
2
3
1
1
3
2
21
78
79 73
18
13
16
29
1
2
1
1
7
70 63 66
18
12
14
30
1
2
3
1
1
5
1
22
4
7
73
78
69
21
14
17
31
1
1
1
1
1
1
21
75 83 73
18
21
23
32
1
3
1
3
1
3
3
78 76 84
24
27
25
33
1
1
4
1
2
4
1
26
76 74 81
17
26
15
34
1
3
2
1
1
1
1
1
20
76
69
71
17
25
19
35
1
2
1
2
1
30
6
69 69
64
22
16
18
36
1
3
2
1
1
40
77
79 74
21
14
19
37
1
2
4
1
2
1
35
8
78 73 78
19
12
17
38
1
3
3
1
10
74
72
72
15
21
16
39
1
3
3
2
1
8
35
6
71
70 75
67 73
1
20
27
22
40
1
3
3
4
1
44
4
67
12
19
17
41
1
3
3
4
1
26
77 78 78
21
15
15
42
1
2
1
1
11
71 72 67
20
23
21
43
1
4
2
2
1
1
15
4
76
79 71
19
21
17
44
1
4
2
4
2
1
42
7
7
69 70 64
13
24
22
(continued)
Transcribed Image Text:Data from Ihno's Experiment 511 Data from Ihno's Experiment Exp_ Hr_ Hr_ Hr_ Anx_ Anx_ Anx_ pre post Sub Exp Num num Gender Major Reason cond Coffee cups Phobia Prevmath Mathquiz Statquiz sqz base pre post base 1 1 1 3 1 1 3 43 6. 7 71 68 65 17 22 20 2. 1 2 49 11 73 75 68 69 76 72 1 1 1 17 19 16 1 1 1 1 1 1 26 19 14 15 1 1 1 4 29 72 73 78 19 13 16 1 1 1 1 10 1 31 6. 71 83 74 26 30 25 1 1 1 1 1 20 6. 70 71 76 12 15 19 1 1 1 4 2 13 4 71 70 66 12 16 17 8 1 1 3 1 2 4 1 23 77 87 84 17 19 22 9 1 1 1 1 38 7 73 72 67 20 14 17 10 1 1 1 2 1 5 7 78 76 74 20 24 19 11 1 1 2 5 29 8 10 74 72 73 74 74 1 1 1 21 25 22 12 1 1 2 32 7 73 32 35 33 13 1 1 1 2 1 7 18 1 3 73 76 78 19 23 20 1 1 3 3 5 4 72 83 77 74 68 14 1 18 27 28 15 1 1 1 4 1 3 3 1 21 8 72 21 27 22 16 1 1 1 4 1 3 1 76 76 79 14 18 21 17 1 37 8 7 68 67 74 77 78 73 74 74 75 74 75 73 1 1 4 1 15 19 18 18 1 1 1 4 1 3 5 1 37 7 39 39 40 19 1 1 3 4 1 2 3 32 10 20 12 18 20 1 2 1 2 1 1 4 1 15 11 20 21 1 2 2 2 1 2 4 25 6. 74 84 77 19 27 23 22 1 2 1 3 1 1 22 4 3 73 71 79 18 13 19 23 1 2 1 3 2 4 1 35 71 74 76 18 22 25 24 1 2 2 2 1 2 47 75 75 71 23 28 24 25 1 2 2 3 1 2 1 41 6 6. 76 73 72 18 24 26 26 1 2 2 4 1 4 26 7 6. 71 76 75 14 10 18 27 1 2 2 4 1 2 39 74 79 79 17 12 16 28 1 2 3 1 1 3 2 21 78 79 73 18 13 16 29 1 2 1 1 7 70 63 66 18 12 14 30 1 2 3 1 1 5 1 22 4 7 73 78 69 21 14 17 31 1 1 1 1 1 1 21 75 83 73 18 21 23 32 1 3 1 3 1 3 3 78 76 84 24 27 25 33 1 1 4 1 2 4 1 26 76 74 81 17 26 15 34 1 3 2 1 1 1 1 1 20 76 69 71 17 25 19 35 1 2 1 2 1 30 6 69 69 64 22 16 18 36 1 3 2 1 1 40 77 79 74 21 14 19 37 1 2 4 1 2 1 35 8 78 73 78 19 12 17 38 1 3 3 1 10 74 72 72 15 21 16 39 1 3 3 2 1 8 35 6 71 70 75 67 73 1 20 27 22 40 1 3 3 4 1 44 4 67 12 19 17 41 1 3 3 4 1 26 77 78 78 21 15 15 42 1 2 1 1 11 71 72 67 20 23 21 43 1 4 2 2 1 1 15 4 76 79 71 19 21 17 44 1 4 2 4 2 1 42 7 7 69 70 64 13 24 22 (continued)
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