The private mortgage insurance industry saw a modest rebound in profitability during the first quarter of 2004, and analysts say the business should continue to recover from the slump it experienced last year. According to a new analysis by Inside Mortgage Profitability, the seven public MIs reported a total of $533.9 million in income during the first quarter of 2004. That was up 27 percent from the previous three-month period.