Superregional banks, which bailed out of overseas lending a decade ago, have plunged back in.

The 10 largest regionals last year increased their loans and securities investments in emerging markets by 21%, to nearly $9.5 billion, according an analysis by Brown Brothers Harriman & Co.

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