Finite mixture of skewed distributions

DOI10.1007/978-3-319-98029-4zbMath1428.62006OpenAlexW2901279757MaRDI QIDQ1632074

Camila Borelli Zeller, Celso Rômulo Barbosa Cabral, Victor Hugo Lachos

Publication date: 12 December 2018

Published in: SpringerBriefs in Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-98029-4

zbMATH Keywords

information matrixEM algorithmmaximum likelihood estimationmodel selectionclusteringfinite mixture modelsscale mixturesR packageskew normal

Mathematics Subject Classification ID

Asymptotic distribution theory in statistics (62E20) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linear regression; mixed models (62J05) Exact distribution theory in statistics (62E15) Robustness and adaptive procedures (parametric inference) (62F35) Probability distributions: general theory (60E05) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Characterization and structure theory of statistical distributions (62E10)

Related Items (5)

On the consistency of Bayes estimates for the infinite continuous mixture of Dirichlet distributions ⋮ Penalized maximum likelihood estimator for finite multivariate skew normal mixtures ⋮ Bayesian measurement error models using finite mixtures of scale mixtures of skew-normal distributions ⋮ An overview of skew distributions in model-based clustering ⋮ Finite mixture modeling of censored and missing data using the multivariate skew-normal distribution

Uses Software

• mixsmsn
• bayesmix

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