In: Math
according to lear center local news archive the average amount of time that a half hour local tv news broadcast devotes to us foreign policy, including the war in iraq, is 38 seconds. (time, february 28, 2005). suppose a random sample of 40 such half-hour news broadcasts shows that an average of 38 seconds are devoted to us foreign policy with a standard deviation of 9 seconds. Find a 95% confidence interval for the mean time that all half-hour local TV news broadcasts devote to U.S. foreign policy.
Solution :
Given that,
Point estimate = sample mean = = 38
sample standard deviation = s = 9
sample size = n = 40
Degrees of freedom = df = n - 1 = 39
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,39 = 2.023
Margin of error = E = t/2,df * (s /n)
= 2.023* (9 / 40)
= 2.9
The 95% confidence interval estimate of the population mean is,
- E < < + E
38 - 2.9 < < 38 + 2.9
35.1 < < 40.9
A 95% confidence interval for the mean time that all half-hour local TV news broadcasts devote to U.S. foreign policy is (35.1 , 40.9)