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If $30$ subjects are sampled from each of $5$ populations, and a one-way ANOVA is performed, what will be the probability of a Type I error?

It is equal to alpha.

It is smaller than alpha because of the large number of degrees of freedom.

It is larger than alpha because many comparisons are made in a 5-level design.

It is smaller than the probability of a Type II error.