“…This can be done most easily through the use of a "fixed-effects" or "covariance" model, in which dummy variables are used to allow each pool and time period to have a different intercept, but the effect of DIF and the other explanatory variables is assumed to be the same across pools and stationary 2Secause the divisor is the beginning-of-period balances, this problem is mitigated to some extent, particularly for mortgages that were outstanding for two or more years. Greater precision would result, however, if a "policy year" variable, such as that used by Curley and Guttentag (1974) and by Peters, Pinkus, and Askin (1984), could be constructed. over time.…”