In: Statistics and Probability
A researcher specializing in the area of juvenile delinquency is interested in estimating the average age when delinquency first begins. Taking a random sample of 57 juveniles, she determines a sample mean of 13.4 years and a sample standard deviation of 1.5 years. Construct a 99% confidence interval to estimate when the average population (mean) age of delinquency begins
solution
Given that,
= 13.4
s = 1.5
n = 57
Degrees of freedom = df = n - 1 = 57- 1 = 56
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2 df = t0.005, 56= 2.667 ( using student t table)
Margin of error = E = t/2,df * (s /n)
= 2.667* ( 1.5/ 57) = 0.5299
The 99% confidence interval estimate of the population mean is,
- E < < + E
13.4 -0.5299 < < 13.4 + 0.5299
12.8701 < < 13.9299
(12.8701 ,13.9299 )