In: Statistics and Probability
The mean age of Senators in the 109th Congress was 60.35 years. A random sample of 40 senators from various state senates had an average age of 55.4 years, and the population standard deviation is 6.5 years. At α= 0.05, is there sufficient evidence that state senators are on average younger than the Senators in Washington?
We should use
Left- tailed test
Right- Tailed Test
Two- tailed Test
Solution :
= 60.35
= 55.4
= 6.5
n = 40
This is the left tailed test .
The null and alternative hypothesis is
H0 : = 60.35
Ha : < 60.35
Test statistic = z
= ( - ) / / n
= (55.4 - 60.35) / 6.5 / 40
= -4.816
P (Z < -4.816 ) = 0
P-value = 0.0000
= 0.05
0< 0.05
Reject the null hypothesis .
There is sufficient evidence to suggest that state senators are on average younger than the Senators in Washington.