In: Statistics and Probability
In a random sample of 39 criminals convicted of a certain crime, it was determined that the mean length of sentencing was 66
months, with a standard deviation of 14 months. Construct and interpret a 95%confidence interval for the mean length of sentencing for this crime.
Solution :
Given that,
Point estimate = sample mean = = 66
sample standard deviation = s = 14
sample size = n = 39
Degrees of freedom = df = n - 1 = 39 -1 = 38
At 95% confidence level
= 1-0.95% =1-0.95 =0.05
/2
=0.05/ 2= 0.025
t/2,df
= t0.025,99 = 3.50
t /2,df = 2.02
Margin of error = E = t/2,df * (s /n)
=2.02 * (14 / 39)
Margin of error = E = 4.54
The 95% confidence interval estimate of the population mean is,
- E < < + E
66 -4.54 < < 66 + 4.54
61.46 < < 70.54
(61.46,70.54)
A 95%confidence interval for the mean length of sentencing for this crime is (61.46,70.54)