Lower mortgage rates cap off a wild week for the market, just in time for consumers shopping for houses over the long holiday weekend.

Though new purchase mortgage rates saw welcome declines in late November and early December, they bolted higher around Christmas—and then higher still in mid-January. But the last four weeks have ...