A one-sided hypothesis test is to be performed with a significance level of 0.05. Suppose that the null hypothesis is false. If a significance level of 0.01 were to be used instead of a significance level of 0.05, which of the following would be true? Neither the probability of a Type II error nor the power of the test would change.

Neither the probability of a Type II error nor the power of the test would change.
A

Both the probability of a Type II error and the power of the test would decrease.

Both the probability of a Type II error and the power of the test would decrease.
B

Both the probability of a Type II error and the power of the test would increase.

Both the probability of a Type II error and the power of the test would increase.
C

The probability of a Type II error would decrease and the power of the test would increase.

The probability of a Type II error would decrease and the power of the test would increase.
D

The probability of a Type II error would increase and the power of the test would decrease.