Before revision:  However, in this approach, it is difficult to apply the standard statistical method to construct an estimator because the observations are not independent and identically distributed.
After revision:  However, in this approach, it is difficult to apply a standard statistical method to construct an estimator because the observations are not independent and identically distributed.