The majority of companies that improperly backdated stock options never were caught by regulators or confessed to the practice, according to a new academic study.

Researchers at the University of Houston's C.T. Bauer College of Business used a sophisticated statistical test to sift through more than 4,000 publicly traded companies for those with patterns of granting options at abnormally favorable times, often at low points for their share prices.

The...