The Gaussian Mixture Model (GMM) is one of powerful approaches to model data that is heterogeneous and stems from multiple populations. However, in some certain situations, a part of dataset is unobservable owing to censoring problem. This problem refers to the fact that the value of a measurement or observation is only partially known. |