In: Statistics and Probability
From a normally-distributed population of scores with a mean of μ, 9 scores are sampled at random. The mean and standard deviation for this sample of 9 scores are found to be 12 and 4, respectively. μ is unlikely ( = :05) to be less than _______ or greater than______.
(Hint; t-dist test)
Solution:
Confidence interval for population mean() using t distribution
Given that,
n = 9 ....... Sample size
= 12 ....... Sample mean
s = 4 ........Sample standard deviation
Note that, Population standard deviation() is unknown..So we use t distribution. Given,
= 0.05
/2 = 0.05 2 = 0.025
Also, n = 9 .....given
d.f= n-1 = 8
= = = 2.306
( use t table or t calculator to find this value..)
Now , confidence interval for mean() is given by:
12 - 2.306*(4/ 9) 12 +2.306*(4/ 9)
12-3.0747 < < 12+3.0747
8.9253 < < 15.0747
Answer: μ is unlikely ( = :05) to be less than 15.0747 or greater than 8.9253.