Outmaneuvering a trio of rivals, Astoria Financial Corp. has agreed to pay a rich $1.8 billion to buy Long Island Bancorp, in a deal that would vault the thrift company into the top rank of New York's banking market.

The deal was struck after a feverish round of courtship by area rivals, all scrambling for size as a way to control their destinies.

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