<t>I did a very similar project once, so I think I know why you try to avoid MLE. GMM is much simpler to implement, but it failed in my case because of high correlation of sample moments used in GMM. I guess it's common occurence - if it were otherwise, nobody would bother with more burdensome MLE, ...