Estimation and tests in finite mixture models of nonparametric densities

DOI10.1051/ps:2008014zbMath1180.62049OpenAlexW2154717027MaRDI QIDQ5851022

Odile Pons

Publication date: 21 January 2010

Published in: ESAIM: Probability and Statistics (Search for Journal in Brave)

Full work available at URL: https://eudml.org/doc/104423

zbMATH Keywords

weak convergencemixture modelsnonparametric densities

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Density estimation (62G07) Nonparametric hypothesis testing (62G10) Asymptotic properties of nonparametric inference (62G20)

Cites Work

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• Asymptotic distribution and local power of the likelihood ratio test for mixtures: bounded and unbounded cases
• Likelihood ratio tests in contamination models
• Asymptotics for likelihood ratio tests under loss of identifiability
• Likelihood ratio of unidentifiable models and multilayer neural networks
• Note on the Consistency of the Maximum Likelihood Estimate

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