In: Statistics and Probability
A magazine claims the mean monthly cost of video games in $30. You Sample 25 houses and find a mean of $25.7 and a standard deviation of $5.12. At α=.1, do you have enough evidence to reject the claim
Solution :
= 30
= 25.7
s = 5.12
n = 25
This is the two tailed test .
The null and alternative hypothesis is ,
H0 : = 30
Ha : 30
Test statistic = t
= ( - ) / s / n
= (25.7 - 30) /5.12 / 25
= - 4.199
P(z < - 4.199 ) = 0.0003
P-value = 0.0003
= 0.01
p = 0.0003 < 0.01, it is concluded that the null hypothesis is rejected.
Reject the null hypothesis .
There is enough evidence to claim that the population mean μ is different than 30, at the 0.01 significance level .