Entries correspond to the z-statistic of the BDS test with the null of i.i.d. residuals, with the test applied to the residuals recovered from the housing returns equation with one lag each of housing price returns and housing search activity index (HSI); ** and ***indicates rejection of the null hypothesis at 5% and 1% levels of significance, respectively