Modeling skew-symmetric distributions using B-spline and penalties

DOI10.1016/J.JSPI.2011.03.011zbMath1213.62025OpenAlexW1999510236MaRDI QIDQ538146

Patrizio Frederic

Publication date: 23 May 2011

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2011.03.011

zbMATH Keywords

penalized likelihood

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Numerical computation using splines (65D07) Nonparametric estimation (62G05) Exact distribution theory in statistics (62E15)

Related Items (1)

Characteristic Function-based Semiparametric Inference for Skew-symmetric Models

Uses Software

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Cites Work

• Generalized skew-elliptical distributions and their quadratic forms
• Fast and compact smoothing on large multidimensional grids
• Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
• Robust Likelihood Methods Based on the Skew-t and Related Distributions
• Constrained local likelihood estimators for semiparametric skew-normal distributions
• The multivariate skew-normal distribution
• Distributions Generated by Perturbation of Symmetry with Emphasis on a Multivariate Skewt-Distribution
• Flexible Class of Skew-Symmetric Distributions
• The Skew-normal Distribution and Related Multivariate Families*
• Inferential Aspects of the Skew Exponential Power Distribution
• Locally Efficient Semiparametric Estimators for Generalized Skew-Elliptical Distributions
• A general class of multivariate skew-elliptical distributions
• A practical guide to splines.
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