Answer: Choice A
provides very good evidence in support of the alternative hypothesis
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Explanation:
A very small p-value means it is very likely to be smaller than alpha (the level of significance). If the p-value is smaller than alpha, then you reject the null and side with the alternative hypothesis.
The phrase "if the p-value is low, then the null must go" is one way to remember this rule.