Advances in Data Analysis and Classification

Special issue on “Model-based clustering and classification”

On mixtures of skew normal and skew -distributions

Sharon X. Lee, Geoffrey J. McLachlan

A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models

Daniel L. Oberski, Geert H. van Kollenburg, Jeroen K. Vermunt

Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA

Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille

Model-based clustering of probability density functions

Angela Montanari, Daniela G. Calò

Dimension reduction for model-based clustering via mixtures of multivariate -distributions

Katherine Morris, Paul D. McNicholas, Luca Scrucca

Clustering student skill set profiles in a unit hypercube using mixtures of multivariate betas

Nema Dean, Rebecca Nugent