According to a study of political prisoners, the mean duration of imprisonment for 32 prisoners with chronic post-traumatic stress disorder (PTSD) was 31.8 months. Assuming that sigma equals 35 months, determine a 95% confidence interval for the mean duration of imprisonment, mu, of all political prisoners with chronic PTSD. Interpret your answer in words.
A 95% confidence interval for the population mean is from _____months to ______ months?
Solution :
Given that,
Point estimate = sample mean =
= 31.8
Population standard deviation =
= 35
Sample size = n =32
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96
Margin of error = E = Z/2
* (
/n)
= 1.96* ( 35 / 32
)
= 12.1269
At 95% confidence interval estimate of the population mean
is,
- E <
<
+ E
31.8 - 12.1269 <
< 31.8+12.1269
19.6731 <
< 43.9269
( 19.6731 , 43.9269 )
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