From these ECM estimates, we calculate our estimates of the covariances just discussed.7 Our approach of estimating undiscounted expected present values of interest rates is presaged in Campbell and Clarida (1987), Clarida and Gali (1994) and more recently in Froot and Ramadorai (2005), Mark (2009) and Brunnermeier et. al. (2009)