What is the possible hypothesis here? What is the null and alternative hypothesis the blue image is an example. Investigating the relationship between sleep and academic performance among college students. Using a cluster sample to analyze the linear correlation between the amount of sleep students get and their GPA. below is the data

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What is the possible hypothesis here? What is the null and alternative hypothesis the blue image is an example.
Investigating the relationship between sleep and academic performance among college students. Using a cluster sample to analyze the linear correlation between the amount of sleep students get and their GPA.

below is the data

Our Hypothesis...
Hypothesis thesis
Ho: p = 0.143 (null)
H1: p > 0.143 (alternative)
Right-tailed Test (P-value approach)
Level of significance: 0.05%
Requirements for Hypothesis Testing
1- Simple random sample
n= 82, p=.143, p= .439
2- np(1-p) greater than or equal to 10
82 x.143(1-.143)=10.049
3- The sample is independent
n is less than or equal to 0.05N
Transcribed Image Text:Our Hypothesis... Hypothesis thesis Ho: p = 0.143 (null) H1: p > 0.143 (alternative) Right-tailed Test (P-value approach) Level of significance: 0.05% Requirements for Hypothesis Testing 1- Simple random sample n= 82, p=.143, p= .439 2- np(1-p) greater than or equal to 10 82 x.143(1-.143)=10.049 3- The sample is independent n is less than or equal to 0.05N
Participant Gender Weeknight Weekend
Sleep hrs.
Sleep hrs.
1
2
3
4
5
16
7
8
9
10
F
M
M
F
F
F
M
F
M
F
7-8
5-6
7-8
8+
7-8
6-7
6-7
8+
<5
8+
8+
7-8
7-8
8+
8+
5-6
6-7
8+
7-8
7-8
Consistent
Sleep
Schedule
Y
N
Y
Y
N
N
Y
Y
N
Y
GPA Quiet Study
(Range) Environment
3.7-4.0
3.0-3.5
3.7-4.0
3.7-4.0
3.7-4.0
3.0-3.5
3.0-3.5
3.7-4.0
3.0-3.5
3.7-4.0
Y
N
Y
N
Y
N
Y
Y
N
Y
Transcribed Image Text:Participant Gender Weeknight Weekend Sleep hrs. Sleep hrs. 1 2 3 4 5 16 7 8 9 10 F M M F F F M F M F 7-8 5-6 7-8 8+ 7-8 6-7 6-7 8+ <5 8+ 8+ 7-8 7-8 8+ 8+ 5-6 6-7 8+ 7-8 7-8 Consistent Sleep Schedule Y N Y Y N N Y Y N Y GPA Quiet Study (Range) Environment 3.7-4.0 3.0-3.5 3.7-4.0 3.7-4.0 3.7-4.0 3.0-3.5 3.0-3.5 3.7-4.0 3.0-3.5 3.7-4.0 Y N Y N Y N Y Y N Y
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