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Which of the following statements regarding hypothesis testing is false?
Correct Answer: A
Remember that when the null hypothesis is rejected, the results of the regression are said to be "statistically significant." In other words, the analyst has enough reason to assume that the results of the analysis are valid at the given level of significance. When the analyst fails to reject the null hypothesis, then the result is said to "not be statistically significant." While this specification may seem excessive, it is nevertheless important. The remaining answers are all correct.