The symbol a is used in hypothesis testing as Q the probability of making a Type I error when the null hypothesis is actually true. 0 the maximum probability of making a Type I error that we are willing to accept. Q the same thing as the 2 statistic. O the probability of making a Type II error when the null hypothesis is actually false. 0 the measure of the number of standard deviations from the mean