In: Statistics and Probability
Consider the following hypotheses and the sample data in the accompanying table. Answer the following questions using aα = 0.01.
8 9 10 8 7 8 10 9 11 6 5 9 9 10 10
H0: μ=10
H1: μ≠10
a. What conclusion should be drawn?
b. Use technology to determine the p-value for this test.
a. Determine the critical value(s).
The critical value(s) is(are) . (Round to three decimal places as needed. Use a comma to separate answers as needed.)
Determine the test statistic, t-x
t-x=
What conclusion should be drawn? Choose the correct answer below.
A. Reject the null hypothesis. The data do not provide do not provide sufficient evidence to conclude that the mean differs from μ=10
B. Do not reject Do not reject the null hypothesis. The data provide sufficient evidence to conclude that the mean differs from μ =10.
C. Do not reject Do not reject the null hypothesis. The data do not provide do not provide sufficient evidence to conclude that the mean differs from μ=10
D. Reject Reject the null hypothesis. The data provide provide sufficient evidence to conclude that the mean differs from μ = 10
b. Use technology to determine the p-value for this test. What is the p-value
p-value equals = (Round to three decimal places as needed.) .
Solution:
x | x2 |
8 | 64 |
9 | 81 |
10 | 100 |
8 | 64 |
7 | 49 |
8 | 64 |
10 | 100 |
9 | 81 |
11 | 121 |
6 | 36 |
5 | 25 |
9 | 81 |
9 | 81 |
10 | 100 |
10 | 100 |
x=129 | x2=1147 |
Mean ˉx =xn
=8+9+10+8+7+8+10+9+11+6+5+9+9+10+10 /15
=129 /15
=8.6
The sample standard is S
S = ( x2 ) - (( x)2 / n ) n -1
=1147-(129)215
/14
=1147-1109.4/14
=37.6/14
=2.6857
=1.6388
= 10
=8.6
s = 1.64
n = 15
This is the two tailed test .
The null and alternative hypothesis is ,
H0 : = 10
Ha : 10
Test statistic = t
= ( - ) / s / n
= (8.6- 10) / 1.64/ 15
= −3.306
Test statistic = t = −3.306
P-value =0.005
= 0.01
0.005 < 0.01
. Reject Reject the null hypothesis. The data provide provide sufficient evidence to conclude that the mean differs from μ = 10