MLE for stationary latent time series models

[stephaneguerrier]

To estimate the parameters of stationary latent time series models with relatively small sample size (e.g. T < 1000) we need to implement the MLE of such models. This can then be used as a starting value for the GMWM. Attached is a picture explaining how this can be done.