Shares of Bankers Trust Corp. plunged 6% Monday after Deutsche Bank AG denied a rumor that it was negotiating to buy the New York banking company.

With no other likely buyer in sight, investors focused on the formidable task Bankers Trust faces in getting its house in order, given its reliance on the capricious high-yield, equity, and emerging-markets businesses, analysts said.

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