Generalized EM estimation for semi-parametric mixture distributions with discretized non-parametric component

DOI10.1007/S11222-010-9195-YzbMath1221.62058OpenAlexW1976475761MaRDI QIDQ637993

Jun Ma, Sigurbjorg Gudlaugsdottir, Graham R. Wood

Publication date: 8 September 2011

Published in: Statistics and Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11222-010-9195-y

zbMATH Keywords

maximum penalized likelihoodroughness penalty

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Point estimation (62F10)

Related Items (1)

Flexible estimation of a semiparametric two-component mixture model with one parametric component

Cites Work

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• A stochastic EM algorithm for a semiparametric mixture model
• Nonparametric estimation of component distributions in a multivariate mixture
• A review of semiparametric mixture models
• A Semiparametric Approach to Density Estimation
• Finite mixture models
• Nonparametric estimation in semi-parametric univariate mixture models
• Semiparametric Estimation of a Two‐component Mixture Model where One Component is known
• Multiplicative Algorithms for Maximum Penalized Likelihood Inversion with Non Negative Constraints and Generalized Error Distributions

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