The KBW Bank Index fell 4.35% Tuesday after an analyst told investors to take some profits from the sector.

Rochdale Securities analyst Richard Bove wrote in a note that the recent rise in bank stocks did not appear to be driven by a change in the near-term earnings outlook but, rather, by a change in psychology. Thus, he contended, bank stocks were "trading on 'fumes' and not reality."

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