THE EFFECTS OF CHANGING SAMPLE SIZE ON THE ALPHA AND BETA ERRORS: A PEDAGOGIC NOTE

This note discusses a theoretical peculiarity about the interrelationships between the sample size and the two types of decision errors in hypothesis testing theory. It is shown that for a given decision rule, while the alpha error invariably diminishes as the sample size becomes larger, the beta error could increase for certain values of the parameter under the alternative hypothesis.