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Mixtures of skew-\(t\) factor analyzers (Q1623604)

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Language	Label	Description	Also known as
English	Mixtures of skew-\(t\) factor analyzers	scientific article

Statements

scholarly article

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Mixtures of skew-\(t\) factor analyzers (English)

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Paula M. Murray

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Paul D. McNicholas

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Computational Statistics and Data Analysis

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publication date

23 November 2018

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full work available at URL

https://arxiv.org/abs/1305.4301

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zbMATH Keywords

clustering

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factor analysis

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high-dimensional data

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mixture models

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model-based clustering

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MSTFA

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skewed mixtures

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skew-\(t\) mixtures

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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Extending mixtures of multivariate \(t\)-factor analyzers

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Infinite divisibility of the hyperbolic and generalized inverse Gaussian distributions

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Non-Gaussian Ornstein–Uhlenbeck-based Models and Some of Their Uses in Financial Economics

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The distribution of the likelihood ratio for mixtures of densities from the one-parameter exponential family

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A general class of multivariate skew-elliptical distributions

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Detecting Features in Spatial Point Processes with Clutter via Model-Based Clustering

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MCLUST: Software for model-based cluster analysis

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THE POPULATION FREQUENCIES OF SPECIES AND THE ESTIMATION OF POPULATION PARAMETERS

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Self-decomposability of the generalized inverse Gaussian and hyperbolic distributions

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A Skew Extension of the <i>T</i>-Distribution, with Applications

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Statistical properties of the generalized inverse Gaussian distribution

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Finite mixtures of multivariate Poisson distributions with application

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Finding Groups in Data

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On mixtures of skew normal and skew \(t\)-distributions

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Maximum likelihood estimation for multivariate skew normal mixture models

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Flexible Class of Skew-Symmetric Distributions

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Extension of the mixture of factor analyzers model to incorporate the multivariate \(t\)-distribution

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The EM Algorithm and Extensions, 2E

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Model-based classification using latent Gaussian mixture models

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Model‐based clustering of longitudinal data

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Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models

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Clustering gene expression time course data using mixtures of multivariate \(t\)-distributions

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Maximum likelihood estimation via the ECM algorithm: A general framework

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A skew-normal factor model for the analysis of student satisfaction towards university courses

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Dimension reduction for model-based clustering via mixtures of shifted asymmetric Laplace distributions

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Dimension reduction for model-based clustering via mixtures of multivariate \(t\)-distributions

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A new class of multivariate skew distributions with applications to bayesian regression models

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Estimating the dimension of a model

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Analytic calculations for the EM algorithm for multivariate skew-\(t\) mixture models

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Parsimonious skew mixture models for model-based clustering and classification

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On the Bumpy Road to the Dominant Mode

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Identifiers

zbMATH Open document ID

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10.1016/j.csda.2014.03.012

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:1623604

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