Conditional mixture modelling for heavy‐tailed and skewed data

Conditional mixture modeling and model-based clustering

(2022) Volodymyr Melnykov et al.   PATTERN RECOGNITION

Transformation mixture modeling for skewed data groups with heavy tails and scatter

(2020) Yana Melnykov et al.   COMPUTATIONAL STATISTICS

Manly transformation in finite mixture modeling

(2018) Xuwen Zhu et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Model-based clustering with sparse covariance matrices

(2018) Michael Fop et al.   STATISTICS AND COMPUTING

Parsimonious mixtures of multivariate contaminated normal distributions

(2016) Antonio Punzo et al.   BIOMETRICAL JOURNAL

Model-based biclustering of clickstream data

(2016) Volodymyr Melnykov   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Model-Based Clustering

(2016) Paul D. McNicholas   JOURNAL OF CLASSIFICATION

MixSim: AnRPackage for Simulating Data to Study Performance of Clustering Algorithms

(2015) Volodymyr Melnykov et al.   Journal of Statistical Software

HDclassif: AnRPackage for Model-Based Clustering and Discriminant Analysis of High-Dimensional Data

(2015) Laurent Bergé et al.   Journal of Statistical Software

mixsmsn: Fitting Finite Mixture of Scale Mixture of Skew-Normal Distributions

(2015) Marcos Oliveira Prates et al.   Journal of Statistical Software

Capturing patterns via parsimonious mixture models

(2014) Tsung-I Lin et al.   STATISTICS & PROBABILITY LETTERS

Parsimonious skew mixture models for model-based clustering and classification

(2013) Irene Vrbik et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Model-based clustering of high-dimensional data: A review

(2012) Charles Bouveyron et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Simulating Data to Study Performance of Finite Mixture Modeling and Clustering Algorithms

(2010) Ranjan Maitra et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Flexible mixture modeling via the multivariate t distribution with the Box-Cox transformation: an alternative to the skew-t distribution

(2010) Kenneth Lo et al.   STATISTICS AND COMPUTING

flowClust: a Bioconductor package for automated gating of flow cytometry data

(2009) Kenneth Lo et al.   BMC BIOINFORMATICS

Automated gating of flow cytometry data via robust model-based clustering

(2008) Kenneth Lo et al.   CYTOMETRY PART A

Parsimonious Gaussian mixture models

(2008) Paul David McNicholas et al.   STATISTICS AND COMPUTING