Consistency of the penalized MLE for two-parameter gamma mixture models

DOI10.1007/s11425-016-0125-0zbMath1360.62092OpenAlexW2478904440MaRDI QIDQ525882

XianMing Tan, ShaoTing Li, Jiahua Chen

Publication date: 5 May 2017

Published in: Science China. Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11425-016-0125-0

zbMATH Keywords

identifiabilitypenalized likelihoodStirling formulafinite mixtureconstrained MLE

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12)

Related Items

EM-test for homogeneity in a two-sample problem with a mixture structure, Strong consistency of the MLE under two-parameter Gamma mixture models with a structural scale parameter, Testing homogeneity in contaminated mixture models, Penalized maximum likelihood estimator for finite multivariate skew normal mixtures, Penalized maximum likelihood estimator for mixture of von Mises-Fisher distributions, Model-based clustering of count processes, Consistency of the MLE under a two-parameter gamma mixture model with a structural shape parameter, A note on maximum likelihood estimation for mixture models

Uses Software

• GSM

Cites Work

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