In the last three months of 2018, housing inventory retreated 4.6% from the previous year, according to new data from Trulia’s Inventory and Price Watch Report. Although this is the ninth consecutive quarter of declining inventory, Trulia notes that the nation’s most expensive markets are seeing large inventory gains.