Beacon Hill Asset Management, the US hedge fund firm that lost around $400m (€312m) and understated the losses to investors in 2002, has agreed to pay $4.4m to settle fraud charges laid against it by the Securities and Exchange Commission.

The four principals of Beacon Hill have been banned from the investment advisory business, according to the SEC. The settlement includes $2m in penalties and $2.4m in disgorgement.