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Mixture model averaging for clustering (Q2418395)

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Language	Label	Description	Also known as
English	Mixture model averaging for clustering	scientific article

Statements

scholarly article

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Mixture model averaging for clustering (English)

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Paul D. McNicholas

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Advances in Data Analysis and Classification. ADAC

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publication date

3 June 2019

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full work available at URL

https://arxiv.org/abs/1212.5760

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zbMATH Keywords

clustering

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mixture models

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model averaging

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model-based clustering

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describes a project that uses

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clusterGeneration

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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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Model-based classification via mixtures of multivariate \(t\)-distributions

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Model-Based Gaussian and Non-Gaussian Clustering

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A Lasso-penalized BIC for mixture model selection

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High-dimensional data clustering

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Discussion of `Model-based clustering and classification with non-normal mixture distributions' by Lee and McLachlan

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Estimating common principal components in high dimensions

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

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Using Unlabelled Data to Update Classification Rules with Applications in Food Authenticity Studies

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Model-Based Clustering, Classification, and Density Estimation Using mclust in R

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Methods for merging Gaussian mixture components

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Frequentist Model Average Estimators

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Bayesian model averaging: A tutorial. (with comments and a rejoinder).

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A method for simultaneous variable selection and outlier identification in linear regression

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Consistent estimation of a mixing distribution

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Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window

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Breast Cancer Diagnosis and Prognosis Via Linear Programming

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Model-based classification using latent Gaussian mixture models

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Bayesian profile regression with an application to the National survey of children's health

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Mixtures of skew-\(t\) factor analyzers

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Generation of random clusters with specified degree of separation

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Approximate Bayes factors and accounting for model uncertainty in generalised linear models

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Bayesian Model Averaging for Linear Regression Models

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Estimating the dimension of a model

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Dealing With Label Switching in Mixture Models

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10.1162/153244303321897735

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Bayesian Model Averaging in Proportional Hazard Models: Assessing the Risk of a Stroke

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Parsimonious skew mixture models for model-based clustering and classification

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Model-based clustering for image segmentation and large datasets via sampling

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Identifiers

zbMATH Open document ID

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10.1007/s11634-014-0182-6

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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:2418395

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