Federal regulators seeking to increase regulations of hedge funds suffered a setback Friday when the U.S. Court of Appeals for the District of Columbia called the Securities and Exchange Commission's adviser registration rule "arbitrary," sending it back to the SEC for further review.

The rule, approved by the SEC in 2004, requires hedge fund advisers to register with the regulator as investment advisors.

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