Daniel T. Phillips did not make it to the high-loan-to-value conference in Chicago last month, but he did not need to. His presence was everywhere.

Mr. Phillips' company, FirstPlus Financial Corp., is by far the largest in the fast-growing business of providing mortgages beyond a home's value.

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