<t>I am not sure what you mean by "using Garch to fit the sigma" since in your equation sigma seems to be constantBut anyway, if you want to use latent factors, then for estimation you should look into filters [depending on the structure candidates would be Kalman, particle, regime swhitching, etc]I...