Asked by Mitchell Peters on Jul 27, 2024
Verified
When you ______, this implies the probability of the statistic is ______.
A) do not reject the null hypothesis; in the region of rejection
B) do not reject the null hypothesis; < 5%
C) do not reject the null hypothesis; high
D) reject the null hypothesis; in the region of acceptance
Null Hypothesis
A statement in statistical analysis that proposes there is no significant difference or relationship between specified populations, or no effect of a treatment.
Region of Rejection
The range of values in a statistical test that leads to the rejection of the null hypothesis, indicating a statistically significant result.
- Elucidate the significance of p-values in statistical examinations and their bearing on the analysis of hypotheses.
- Comprehend the implications of statistical analysis reporting on the null hypothesis.
Verified Answer
GM
Grace MwangiAug 01, 2024
Final Answer :
C
Explanation :
When you do not reject the null hypothesis, it implies that the probability of the statistic is high, meaning the observed data is likely under the assumption that the null hypothesis is true. Rejecting or not rejecting the null hypothesis is based on whether the observed data falls into the region of rejection, which is determined by the significance level (often 5%). If the data suggests a high probability of observing the statistic under the null, you do not reject the null hypothesis.
Learning Objectives
- Elucidate the significance of p-values in statistical examinations and their bearing on the analysis of hypotheses.
- Comprehend the implications of statistical analysis reporting on the null hypothesis.
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