The more you test, the more you find: Smallest P-values become increasingly enriched with real findings as more tests are conducted

Olga A. Vsevolozhskaya, Chia-Ling Kuo, Gabriel Ruiz +2

Increasing accessibility of data to researchers makes it possible to conduct massive amounts of statistical testing. Rather than follow a carefully crafted set of scientific hypoth…