A note on estimation of the shape of density level sets of star-shaped distributions

DOI10.1080/03610926.2018.1473606OpenAlexW2900938373WikidataQ128815376 ScholiaQ128815376MaRDI QIDQ5866051

Hidehiko Kamiya

Publication date: 10 June 2022

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2018.1473606

zbMATH Keywords

elliptically contoured distributionkernel density estimatorHausdorff distancedirectiondensity level setstar-shaped distribution

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Density estimation (62G07) Estimation in multivariate analysis (62H12)

Related Items (1)

Modelling with star-shaped distributions

Uses Software

• sn

Cites Work

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• Outlier detection under star-contoured errors
• Asymptotic normality of plug-in level set estimates
• Classes of geometrically generalized von Mises distributions
• Hierarchical orbital decompositions and extended decomposable distributions
• Simulation of thep-generalized Gaussian distribution
• Modeling and Inference with v-Spherical Distributions
• Statistical Applications of the Multivariate Skew Normal Distribution

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