Historically, evening long-distance calls from a particular city have averaged 15.2 minutes per call. In a random sample of 35 calls, the sample mean time was 14.3 minutes. Assume the standard deviation is known to be 5 minutes. Using a 0.05 level of significance, is there sufficient evidence to conclude that the average evening long-distance call has decreased? Use the six-steps (clearly labeled )
Solution:
1)
The null and alternative hypothesis are
H0 : = 15.2 vs Ha : < 15.2
2)
Test statistic z = = [14.3- 15.2]/[5/35] = -1.06
Test statistic z = -1.06
3)
Given , 0.05 level of significance,
Here , left tailed test
So , critical value is
Critical value is -1.65
Rejection rule : Reject H0 if z < -1.65
4)
p value = P(Z < -1.06) = 0.1446
5)
Decision : Fail to reject H0
Because p value is greater than 0.05 level of significance,
6)
Conclusion: There is not sufficient evidence to conclude that the average evening long-distance call has decreased
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