Deutsche Bank AG, Germany's largest banking company, has lost about $1 billion from bad bets involving bonds hedged by credit default swaps, plus $500 million from trading equities, two people with knowledge of the matter said.

The Frankfurt company may post a fourth-quarter loss, partly as a result of the trades at its Jain's unit, according to analysts.

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