Denying the antecedent is a formal logical fallacy that occurs when one assumes that if a conditional statement is true, then denying the antecedent of that statement must also mean the consequent is false. This misinterpretation can lead to invalid conclusions. Understanding this fallacy is crucial for analyzing logical implications, recognizing errors in propositional logic, utilizing proof techniques effectively, and evaluating philosophical arguments.