Robust inference for parsimonious model-based clustering
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2018.1554659
Abstract: ABSTRACT We introduce a robust clustering procedure for parsimonious model-based clustering. The classical mclust framework is robustified through impartial trimming and eigenvalue-ratio constraints (the tclust framework, which is robust but not affine invariant). An advantage… read more here.
Keywords: model based; parsimonious model; robust inference; model ... See more keywords