Hypothesis Testing

A formal statistical framework for choosing between competing statements (hypotheses) about a data-generating process by specifying a null hypothesis and an alternative, selecting a test statistic and decision rule, and controlling error probabilities (notably Type I error rate α); the framework yields procedures (tests) and interpretable operating characteristics such as power and p-values under