Before revision:  We also consider the properties of these estimators in settings with non-stationary common factors .
After revision:  We also derive a specification test for the demeaned SC estimator in this setting with imperfect pre-treatment fit. Given our theoretical results, we provide practical guidance for applied researchers on how to justify the use of such estimators in empirical applications .