In: Statistics and Probability
Q.5. From a sample of 100 tires the mean life time was 46000 miles with a standard deviation of 5500 miles. Test the hypothesis μ = 45000 against the alternate μ > 45000 at (i) 0.05 and (ii) 0.01 level of significance. ?
solve the above problem step by step in proper format
Solution :
Given that ,
= 45000
= 46000
= 5500
n = 100
This will be a two tailed test because the alternative hypothesis is showing a specific direction
This is the two tailed test .
The null and alternative hypothesis is ,
H0 : = 45000
Ha : > 45000
This is the right tailed test .
Test statistic = z
= ( - ) / / n
= ( 46000 - 45000) / 5500 / 100
= 1.82
The test statistic = 1.82
P - value = P(Z > 1.82) = 1 - P (Z < 1.82 )
= 1 - 0.9656
= 0.0344
P-value = 0.0344
(i) = 0.05
0.0344 < 0.05
P-value <
Reject the null hypothesis .
(ii) = 0.01
0.0344 > 0.01
P-value >
Fail to reject the null hypothesis .