In: Statistics and Probability
The security department of a campus wants to know whether the true average time required by a guard to walk his round is 30 minutes. A random sample of 36 rounds yielded the sample mean time 31.2 with the sample variance 9. Assume that the population is normal, and then: (a) Given 0.02 level of significance, determine whether this is a sufficient evidence to conclude that the true average time is not 30 minutes. (b) Find a corresponding p-value and give examples of α when the null hypothesis is rejected and not rejected, respectively.
Solution :
= 30
=31.2
S2 = 9
S = 3
n = 36
This is the two tailed test .
The null and alternative hypothesis is ,
H0 : = 30
Ha : 30
Test statistic = t
= ( - ) / S / n
= (31.2 - 30 ) / 3 / 36
= 2.4
Test statistic = t = 2.4
P-value =0.0220
= 0.02
P-value >
0.0220 > 0.02
Do not reject the null hypothesis .
There is insufficient evidence to suggest that