In: Statistics and Probability
The average cost of tuition and room and board at a small private liberal arts college is reported to be $8,500 per term. A financial administrator believes that the average cost is higher. A study conducted using 350 small liberal arts colleges showed that the average cost per term is $8,745. The population standard deviation is $1,200. Let α = 0.05. Based on the computed test statistic or p-value, what is our decision about the average cost?
Equal to $8,500
Greater than $8,500
Less than $8,500
Not equal to $8,500
Solution :
Given that ,
= 8500
= 87455
= 1200
n = 350
The null and alternative hypothesis is ,
H0 : = 8500
Ha : > 8500
This is the right tailed test .
Test statistic = z
= ( - ) / / n
= ( 8745 - 8500) / 1200 / 350
= 3.82
The test statistic = 3.82
P - value = P(Z > 3.82 ) = 1- P (Z < 3.82 )
= 1 - 0.9999
= 0.0001
P-value = 0.0001
= 0.05
0.0001 < 0.05
P-value <
Reject the null hypothesis .
There is sufficient evidence to test the claim.