This module presents four different types of explanation: definitional explanations, compositional explanations, functional explanations, and causal explanations. A number of fallacies result from mixing up these types of explanation. It then presents methods for determining whether or not causal explanations hold, including necessary and sufficient conditions, counterfactuals, and Mill’s Methods. The importance of not mistaking causation for correlation is emphasized.