Rates of convergence for the maximum likelihood estimator in mixture models

DOI10.1080/10485259608832677zbMath0872.62039OpenAlexW1994510798MaRDI QIDQ4345900

Sara van de Geer

Publication date: 27 August 1997

Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/10485259608832677

zbMATH Keywords

rate of convergenceHellinger distancemaximum likelihood estimatormixture modelconvex class of densities

Mathematics Subject Classification ID

Nonparametric estimation (62G05)

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Cites Work

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• Rates of convergence for minimum contrast estimators
• Probability inequalities for likelihood ratios and convergence rates of sieve MLEs
• The method of sieves and minimum contrast estimators
• Hellinger-consistency of certain nonparametric maximum likelihood estimators
• PIECEWISE-POLYNOMIAL APPROXIMATIONS OF FUNCTIONS OF THE CLASSES $ W_{p}^{\alpha}$
• Convergence of stochastic processes