Moment-based oscillation properties of mixture models

DOI10.1214/AOS/1034276634zbMath0870.62013OpenAlexW2093816843MaRDI QIDQ1355185

Kathryn Roeder, Bruce G. Lindsay

Publication date: 1 September 1997

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/aos/1034276634

zbMATH Keywords

total positivitycomponentsdiagnostic plotsfinite mixture modelssign changesnumber of support pointsexponential family models

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Characterization and structure theory for multivariate probability distributions; copulas (62H05) Characterization and structure theory of statistical distributions (62E10)

Related Items (2)

Consistent estimation of a convex density at the origin ⋮ Multiscale maximum likelihood analysis of a semiparametric model, with applications.

Cites Work

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• Natural exponential families with quadratic variance functions: Statistical theory
• Moment matrices: Applications in mixtures
• Some Methods for Studying the Mixture of Two Normal (Lognormal) Distributions
• Residual Diagnostics for Mixture Models
• Uniqueness of estimation and identifiability in mixture models
• A Graphical Technique for Determining the Number of Components in a Mixture of Normals

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