A DIAGNOSTIC TOOL FOR CHECKING ASSUMPTIONS OF REGRESSION MIXTURE MODELS

DOI10.17654/BS015010001zbMath1433.62202OpenAlexW2805584816WikidataQ92888827 ScholiaQ92888827MaRDI QIDQ5204767

Ian Wadsworth, M. Lee van Horn, Thomas Jaki

Publication date: 5 December 2019

Published in: JP Journal of Biostatistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.17654/bs015010001

zbMATH Keywords

residualsmodel assumptionsdiagnostic toolregression mixture modelsposterior draws

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Generalized linear models (logistic models) (62J12)

Uses Software

• Unnamed Item
• flexmix
• Latent GOLD

Cites Work

• A mixture likelihood approach for generalized linear models
• Using regression mixture models with non-normal data: examining an ordered polytomous approach
• Latent Variable Regression for Multiple Discrete Outcomes
• Finite mixture models
• Residual Diagnostics for Growth Mixture Models

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