In: Statistics and Probability
An engineer has designed a valve that will regulate water pressure on an automobile engine. The valve was tested on 240 engines and the mean pressure was 5.1 pounds/square inch (psi). Assume the population standard deviation is 1.0. If the valve was designed to produce a mean pressure of 5.2 psi, is there sufficient evidence at the 0.05 level that the valve performs below the specifications?
Step 1 of 6 :
State the null and alternative hypotheses.
Solution :
= 5.1
=5.2
=1.0
n = 240
This is the two tailed test .
The null and alternative hypothesis is ,
H0 : = 5.1
Ha : 5.1
Test statistic = z
= ( - ) / / n
= (5.2- 5.1) / 1.0 / 240
= 1.55
Test statistic = z = 1.55
P(z > 1.55 ) = 1 - P(z < 1.55 ) = 1 -0.9383
P-value =2 *0.0617 =0.1234
= 0.05
P-value <
0.1234 < 0.05
Reject the null hypothesis .
There is sufficient evidence to suggest that