Hypothesis Testing is a statistical framework for evaluating whether observed data provides enough evidence to reject a null hypothesis in favor of a treatment effect.
Core Principles
State null and alternative hypotheses clearly
Choose an appropriate test for the data type
Set the decision threshold before the experiment starts
