In: Statistics and Probability
A sample of freshmen takes a reading comprehension test and
their scores are summarized below. If the mean for the general
population on this test is m = 12, can you conclude that this
sample is significantly different from the population. Test with a
= .05.
Sample Scores: 16, 8, 8, 6, 9, 11, 13, 9, 10
A. Find M=
B.Find SS=
C.Find standard error =
D.Find t =
E. Choose one:
Reject H0 =1
Fail to Reject H0 =2
Solution:
We are given a data of sample size n = 9
16, 8, 8, 6, 9, 11, 13, 9, 10
Using this, first we find sample mean() and sample standard deviation(s).
=
= ( 16 + 8.......+ 10 ) / 9
= 10
Now ,
s=
Using given data, find Xi - for each term.Take square for each.Then we can easily find s.
s = 3
The standard error of mean = / n = 3 / 9 = 1
The null and alternative hypothesis are,
H0 ; 12 ........ Null hypothesis
Ha ; 12 ......... Alternative hypothesis
Given, n = 9 , x = 10 , s = 3
The test statistic is,
t = Xˉ−μ0 / / n
= 10 - 12 / 3 / 9
= -2.00
Then, n = 9 , df = n - 1 = 8
sign in Ha === two tailed test
Using , t = -2.00 , df = 8 , two tailed test
p - value = 0.0805
Since,
p - value = 0.0805 > alpha = 0.05
Fail to Reject the null hypothesis.