TOKYO, July 10 (Reuters) - Japan's Yokohama Rubber is in talks to buy Goodyear Tire & Rubber's off-road tire business for at least $1 billion, Bloomberg reported on Wednesday.

Yokohama Rubber's shares fell as much as 7% before paring some losses to trade down 4.5% by late trade.

Yokohama Rubber declined to comment on the report.

(Reporting by Kaori Kaneko Editing by Chang-Ran Kim)