In: Statistics and Probability
A humane society claims that 5% of U.S. households have taken in a stray dog. In a random sample of 200 U.S. households, 12 say they have taken in a stray dog. At α = 0.05, is there enough evidence to reject the society’s claim?
Solution:
Sample size n = 200
x = 12
= 12/200 = 0.06
Claim: p = 5% = 0.05
Use 0.05 level of significance
1)
H0: p= 0.05
Ha: p 0.05
2)
The test statistic z is
z =
= (0.06- 0.05)/[00.5*(1 - 0.05)/200]
= 0.65
3)
Two tailed test
So ,
p value = P(Z < -z) + P(Z > +z) = P(Z < -0.65)+P(Z > 0.65) = 0.2578+0.2578 =0.5156
p value = 0.5156
4)
Fail to reject H0
(Because p value is greater than level of significance)
5)
There is not sufficient evidence to reject the claim that 5% of U.S. households have taken in a stray dog.