Fortunately, the computational burden can be overcome insofar as one is willing to incorporate assumptions on the latent structure, such as a bifactor or higher order structure within measurement occasions, and the assumption that the construct at a particular time point is independent of the construct at all previous time points given the construct at the immediately preceding time point (first order Markov assumption).
