In: Statistics and Probability
A metropolitan transportation authority has set a bus mechanical reliability goal of 3,700 bus miles. Bus mechanical reliability is measured specifically as the number of bus miles between mechanical road calls. Suppose a sample of 100 buses resulted in a sample mean of 3,775 bus miles and a sample standard deviation of 325 bus miles.
a. Is there evidence that the population mean bus miles is more than 3,700 bus miles? (Use a 0.10 level of significance.) State the null and alternative hypotheses.
b. Find the test statistic for this hypothesis test.
c. The critical value(s) for this test statistic is(are)
d. Determine the p-value and interpret its meaning.
Solution :
= 3,700
=3,775
S =325
n = 100
a ) This is the right tailed test .
The null and alternative hypothesis is ,
H0 : = 3,700
Ha : > 3,700
b ) Test statistic = t
= ( - ) / S / n
= (3,775 - 3,700) / 325 / 100
= 2.308
Test statistic = t = 2.308
c ) The significance level is α =0.10, and the critical value for a right-tailed test is tc =1.29
d ) P-value =0.0115
= 0.10
P-value <
0.0115 < 0.10
Reject the null hypothesis .
There is sufficient evidence to suggest that