First Chicago Corp. shares advanced on brisk volume Thursday after analyst Lawrence W. Cohn of PaineWebber Inc. raised his earnings estimate for the bank this year by 12%.

In late trading, First Chicago shares were up $1.125, or 2.6%, to $43.625.

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