In the long-running debate over housing subsidies, experts tend to focus on the mortgage interest deduction, a $70 billion tax break that functions as an expensive subsidy for wealthy Americans. But there are lesser-known government programs that also have the same problem—and are ripe for reform. We don’t think of them this way but one of them is flood insurance.