Home prices in some of the nation's hardest-hit metro areas have fallen far below pre-bubble levels, stirring concerns that properties in those markets are undervalued.

In a recent analysis, real-estate firm Zillow Inc. studied the correlation between home prices and annual incomes over the 15-year period that ended in 2000, before home prices began to surge.

For...