Joseph DePaolo is eager to set Signature Bank's naysayers straight.

Early last year, some analysts wondered if the New York company, where DePaolo is chief executive, could maintain its torrid earnings streak, given a reliance on residential mortgage-backed securities. But the $17.5 billion-asset company continued to post strong numbers last year.

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