It has been reported that 40% of the adult population participate in computer hobbies during their leisure time. A random sample of 180 adults found that 65 engaged in computer hobbies. at a= 0.01, is there sufficient evidence to conclude that the proportion differs from 40%?
The following null and alternative hypotheses for the population proportion needs to be tested:
This corresponds to a two-tailed test, for which a z-test for one population proportion will be used.
The z-statistic is computed as follows:
The p-value is
Based on the information provided, the significance level is and the critical value for a two-tailed test is
The rejection region for this two-tailed test is
Since it is observed that it is then concluded that the null hypothesis is not rejected.
Using the P-value approach: The p-value is and since it is concluded that the null hypothesis is not rejected.
Therefore, there is not enough evidence to claim that the population proportion is different than 0.40, at the significance level.
Comments