The null hypothesis is most appropriately rejected when the p-value is:A.close to zero.B.negative.C.close to one.
Question
The null hypothesis is most appropriately rejected when the p-value is:
A. close to zero.
B. negative.
C. close to one.
Solution
The null hypothesis is most appropriately rejected when the p-value is A. close to zero.
Here's why:
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The p-value is a measure of the probability that an observed difference could have occurred just by random chance.
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The lower the p-value, the greater the statistical evidence you have to reject the null hypothesis.
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A common threshold for rejecting the null hypothesis is a p-value below 0.05.
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Therefore, when the p-value is close to zero, it indicates a very low probability of the observed data if the null hypothesis were true, thus providing strong evidence against the null hypothesis.
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Hence, the null hypothesis is most appropriately rejected when the p-value is close to zero.
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