Mortgage rates increased as the improving job market bolstered speculation that the Federal Reserve will keep scaling back its stimulus.

The average rate for a 30-year fixed mortgage was 4.37% this week, up from 4.28%, Freddie Mac said today. The average 15-year rate rose to 3.38% from 3.32%, the McLean, Va.-based mortgage-finance company said.

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