Abstract Determination of sample size (the number replications) is a key step in the design an observational study or randomized experiment. Statistical procedures for this purpose are readily available. Their treatment textbooks often somewhat marginal, however, and frequently focus on just one particular method inference (significance test, confidence interval). Here, we provide unified revie...