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.