Binary Hypothesis Testing: A Robust Framework Against the Look Elsewhere Effect
This paper reinterprets the look-elsewhere effect as a correction for procedural inconsistency in hypothesis testing, demonstrating that binary tests are inherently robust against it while peak searches require explicit corrections, thereby offering a clearer framework for distinguishing between local and global significance in particle physics.