Preferences take the logarithmic form as a function of consumption Ct : u(Ct) = lnCt. Under these assumptions, the rental rate of capital rt = YK = At and Kt = Yt /At = Yt /rt , so unobserved state variables (At ,Kt) can be expressed as functions of observed variables (Yt , rt).