consists to perform a preliminary clustering algorithm to guess the mixture component of each observation. Conditional … investigate the expected L1-error of the resulting estimates with regards to the performance of the clustering algorithm. In … assumptions on the clustering method used. Finally, we offer examples of clustering algorithms verifying the required assumptions …