In a certain Barangay, 550 random residents are chosen in which 225 are males. At a=0.01, test the hypothesis that more than 35% of the Barangay population are male residents.
The following null and alternative hypotheses for the population proportion needs to be tested:
This corresponds to a right-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 right-tailed test is
The rejection region for this right-tailed test is
Since it is observed that it is then concluded that the null hypothesis is rejected.
Using the P-value approach: The p-value is and since it is concluded that the null hypothesis is rejected.
Therefore, there is enough evidence to claim that the population proportion is greater than 0.35, at the significance level.
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