Bed Bath & Beyond opened as a privately held business in 1971 and went public in 1992. As the U.S. economy boomed, the company then had a 15-year run of earnings that met or beat Wall Street expectations. Back then, Bed Bath & Beyond was one of the hottest stocks an investor could own, KeyBanc analyst Bradley Thomas said.