Modelling Directional Dispersion through Hyperspherical Log-Splines

DOI10.1111/j.1467-9868.2005.00518.xzbMath1095.62066OpenAlexW2153113868MaRDI QIDQ5473057

José T. A. S. Ferreira, Mark F. J. Steel

Publication date: 19 June 2006

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1467-9868.2005.00518.x

zbMATH Keywords

modalityskewed distributionselliptical distributionsexistence of momentsdirectional dispersionBayesian regression model

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Characterization and structure theory for multivariate probability distributions; copulas (62H05)

Related Items (6)

The effect of aggregation on extremes from asymptotically independent light-tailed risks ⋮ Star-shaped distributions and their generalizations ⋮ Multivariate distributions defined in terms of contours ⋮ Hierarchical orbital decompositions and extended decomposable distributions ⋮ A unified approach to marginal equivalence in the general framework of group invariance ⋮ On describing multivariate skewed distributions: A directional approach

Cites Work

• Spherical harmonics
• Bayesian curve-fitting with free-knot splines
• Spline Interpolation and Smoothing on the Sphere
• Spline Interpolation and Smoothing on Hyperspheres
• Smoothing noisy data with spline functions
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