A researcher wishes to determine the proportion of college students who smoke. He determined that from a sample of 150 college students, 35admitted that they smoke.Is it valid to infer that 23% of college students smoke? Use a = 0.05
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 0.23, at the significance level.
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