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A social scientist is interested in determining if there is a significant difference in the proportion of Republicans between two areas of town. He takes

A social scientist is interested in determining if there is a significant difference in the proportion of Republicans between two areas of town. He takes independent random samples of 200 families in each area of town and a significance test was conducted. The p-value was 0.016. What should be our conclusions?

The evidence is pretty strong - there is a difference in the proportion of Republicans between the two areas of town.
The evidence is pretty strong - there is no significant difference in the proportion of Republicans between the two areas of town.
We do not have enough evidence to say that there is a significant difference in the proportion of Republicans between the two areas of town.

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