Another mistake that new investors make is buying "bargain stocks." In November 2015, the P/E of Bed Bath & Beyond (BBBY) hit a five-year low of 12.00, with the stock trading at around 60. When the P/E of a company hits a 5-year low, many analysts will recommend the stock as a "cheap stock."