  We face the factor analysis problem using a particular class of
auto-regressive processes. We propose an approximate moment matching approach
to estimate the number of factors as well as the parameters of the model. This
algorithm alternates a step of factor analysis and a step of AR dynamics
estimation. Some simulation studies show the effectiveness of the proposed
estimator.
