We address the general issue of econometric specifications of dynamic asset pricing models, which cover the modern literature on conditionally heteroskedastic factor models as well as equilibrium-based asset pricing models with an intertemporal specification of preferences and market fundamentals.

In this paper, we provided a unifying analysis of latent variable models in finance through the concept of stochastic discount factor (SDF).