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Please give detailed explanation

Assuming that the population of interest is "large", for which of the following cases are you more confident about rejection your null hypothesis, or are you equally confident:

a) The null is rejected at the 5% level, sample size is 20.

b) The null is rejected at the 5% level, sample size is 100.

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