In: Statistics and Probability
Test the claim that the proportion of men who own cats is
significantly different than 70% at the 0.01 significance
level.
The null and alternative hypothesis would be:
H0:μ=0.7H0μ0.7
H1:μ>0.7H1μ0.7
H0:p=0.7H0p0.7
H1:p>0.7H1p0.7
H0:p=0.7H0p0.7
H1:p<0.7H1p0.7
H0:p=0.7H0p0.7
H1:p≠0.7H1p0.7
H0:μ=0.7H0μ0.7
H1:μ≠0.7H1μ0.7
H0:μ=0.7H0μ0.7
H1:μ<0.7H1μ0.7
The test is:
right-tailed
left-tailed
two-tailed
Based on a sample of 25 people, 63% owned cats
The test statistic is: (to 2 decimals)
The positive critical value is: (to 2 decimals)
Based on this we:
Solution:
The null and alternative hypothesis is,
Ho: p = 0.70
Ha: p 0.70
This a two- tailed test.
Test statistics
z = ( - ) / *(1-) / n
= ( 0.63 - 0.70) / (0.70*0.30) / 25
= -0.76
Critical value of the significance level is α = 0.01, and the critical value for a two-tailed test is
= 2.58
Since it is observed that | z | = 0.76 < = 2.58, it is then concluded that the null hypothesis is fail to rejected.
Fail to reject the null hypothesis