A note on maximum likelihood estimation for mixture models

DOI10.1007/S42952-022-00180-6OpenAlexW4286685003WikidataQ114216753 ScholiaQ114216753MaRDI QIDQ2111969

Gutti Jogesh Babu

Publication date: 17 January 2023

Published in: Journal of the Korean Statistical Society (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s42952-022-00180-6

zbMATH Keywords

singularityMLEmulti-modalitypenalized likelihood

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Consistency of the penalized MLE for two-parameter gamma mixture models
• Root selection in normal mixture models
• Inference for multivariate normal mixtures
• A constrained formulation of maximum-likelihood estimation for normal mixture distributions
• Assessment of the number of components in Gaussian mixture models in the presence of multiple local maximizers
• Finite mixture models
• A Graduate Course on Statistical Inference
• Estimating the components of a mixture of normal distributions

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