A flexible factor analysis based on the class of mean-mixture of normal distributions

DOI10.1016/J.CSDA.2020.107162OpenAlexW3113381649MaRDI QIDQ830496

Ahad Jamalizadeh, Mehrdad Naderi, Farzane Hashemi, Andriëtte Bekker

Publication date: 7 May 2021

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2020.107162

zbMATH Keywords

EM-type algorithmfactor analysismean-mixture of normal distributionskewness and kurtosis

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

Clustering asymmetrical data with outliers: parsimonious mixtures of contaminated mean-mixture of normal distributions

Uses Software

• mvShapiroTest
• QRM

Cites Work

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• A mixture of generalized hyperbolic factor analyzers
• A Generalization of Shapiro–Wilk's Test for Multivariate Normality
• On mixtures of skew normal and skew \(t\)-distributions
• A robust factor analysis model using the restricted skew-\(t\) distribution
• Maximum likelihood inference for mixtures of skew Student-\(t\)-normal distributions through practical EM-type algorithms
• Extending mixtures of factor models using the restricted multivariate skew-normal distribution
• On testing the skew normal hypothesis
• Extension of the mixture of factor analyzers model to incorporate the multivariate \(t\)-distribution
• Mixtures of factor analysers. Bayesian estimation and inference by stochastic simulation
• Mixtures of skew-\(t\) factor analyzers
• Mean mixtures of normal distributions: properties, inference and application
• Model-based clustering of censored data via mixtures of factor analyzers
• A novel mixture model using the multivariate normal mean-variance mixture of Birnbaum-Saunders distributions and its application to extrasolar planets
• A test for multivariate skew-normality based on its canonical form
• Maximum likelihood estimation via the ECM algorithm: A general framework
• The EM Algorithm and Extensions, 2E
• Statistical Applications of the Multivariate Skew Normal Distribution
• The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence
• Finite mixture models
• Distributions Generated by Perturbation of Symmetry with Emphasis on a Multivariate Skewt-Distribution
• A skew-normal factor model for the analysis of student satisfaction towards university courses
• Skew-normal factor analysis models with incomplete data
• Robust mixtures of factor analysis models using the restricted multivariate skew-t distribution
• A skew factor analysis model based on the normal mean–variance mixture of Birnbaum–Saunders distribution

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