Column | Climate change is transforming homeownership in the U.S.

To test this idea, Keys and Philip Mulder, now on faculty at the University of Wisconsin at Madison’s business school, searched for the prelude to a housing crash: a distinctive “lead-lag” pattern of a spike in unsold homes (“the lead”), followed by falling prices (“the lag”).