Five students were tested before and after taking a class to improve their study habits. They were given articles to read which contained a known number of facts in each story. After the story each student listed as many facts as he/she could recall. The following data was recorded
Before | 10 | 12 | 14 | 16 | 12 |
Atter | 15 | 14 | 17 | 17 | 20 |
a. | What is the alternative hypothesis? | |
b. | What is the null hypothesis? | |
c. | What is your conclusion, using á = 0.052 tail? | |
d. | What type error may you be making because of your conclusion in part c? Please show all work. | |
e. | What is the size of effect, using Cohen’s d? |
Ans:
Let d=After-Before
Before | 10 | 12 | 14 | 16 | 12 |
Atter | 15 | 14 | 17 | 17 | 20 |
d | 5 | 2 | 3 | 1 | 8 |
a)
b)
Test statistic:
t=(3.8-0)/(2.775/SQRT(5))
t=3.062
df=5-1=4
p-value=tdist(3.062,4,1)=0.0188
c)Reject the null hypothesis,as p-value<0.052
There is sufficient evidence to conclude that students improved their study habits.
d)Type I error,as null hypothesis is rejected,which may be true in actual.
e)cohen'd=3.8/2.775=1.37
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