Sample size and method of sampling Let n be the required number of sample sizes, α is the type I error, β is the type II error (ie 1-β is power), the factor of effect is ES, then the general formula to estimate the sample size is: Where, zα/2 and zβ are constants from the normal distribution for the error probabilities α and β.