If a hypothesis is rejected at the 0.025 level of significance, it:Group of answer choicesmust be rejected at any level.must not be rejected at the 0.01 level.must be rejected at the 0.01 level.may be rejected or not rejected at the 0.01 level.
Question
If a hypothesis is rejected at the 0.025 level of significance, it:Group of answer choicesmust be rejected at any level.must not be rejected at the 0.01 level.must be rejected at the 0.01 level.may be rejected or not rejected at the 0.01 level.
Solution
The correct answer is: may be rejected or not rejected at the 0.01 level.
Here's why:
The level of significance, often denoted by alpha (α), is the probability of rejecting the null hypothesis when it is true. In other words, it's the likelihood of making a Type I error.
If a hypothesis is rejected at the 0.025 level of significance, it means that there is less than a 2.5% chance that the observed data would have occurred by random chance if the null hypothesis were true.
However, this does not automatically mean that the hypothesis would be rejected at a more stringent level of significance, such as 0.01. The 0.01 level of significance is stricter, meaning there is less than a 1% chance that the observed data would have occurred by random chance if the null hypothesis were true.
Therefore, depending on the exact p-value of the test (which is not provided in the question), the hypothesis may or may not be rejected at the 0.01 level. If the p-value is less than 0.01, the hypothesis would be rejected at the 0.01 level. If the p-value is greater than 0.01, the hypothesis would not be rejected at the 0.01 level.
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