impulse response analysis can quantify and graphically demonstrate the time path of the effects of real estate on stocks. We examine the impact of housing and land on stock returns, using a generalized impulse response function proposed by Pesaran and Shin (1998) in which the impulse shocks are invariant to the ordering of the variables in a VAR model.