true or false and explain your answer. If it is important not to reject a true null hypothesis, the hypothesis test should be performed at a small significance level. Question content area bottom Part 1 Choose the correct answer below. A. The statement is false because the significance level, alpha, does not affect whether a true null hypothesis will be rejected. B. The statement is false because the significance level, alpha, is the probability of making a Type II error. Therefore, a smaller significance level means it is unlikely that a false null hypothesis will not be rejected. C. The statement is true because the significance level, alpha, is the probability of making a Type I error. It is unlikely that a true null hypothesis will be rejected if the hypothesis test is conducted at a small significance level. D. The statement is true because a smaller significance level, alpha, increases the sample size. It is unlikely that a true null hypothesis will be rejected since the sample is more representative of the population