Bias-corrected Estimators of Scalar Skew Normal

DOI10.1007/978-3-319-42571-9_11zbMath1366.62030OpenAlexW2330373386MaRDI QIDQ5283096

Guoyi Zhang, Rong Liu

Publication date: 18 July 2017

Published in: New Developments in Statistical Modeling, Inference and Application (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-42571-9_11

zbMATH Keywords

bootstrapmaximum likelihood estimateshape parameterlarge biasskew normal model

Mathematics Subject Classification ID

Point estimation (62F10) Bootstrap, jackknife and other resampling methods (62F40) Characterization and structure theory of statistical distributions (62E10)

Uses Software

• sn

Cites Work

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• A note on bias reduction of maximum likelihood estimates for the scalar skew \(t\) distribution
• Bayesian inference for the skewness parameter of the scalar skew-normal distribution
• The jackknife and bootstrap
• Maximum penalized likelihood estimation for skew-normal and skew-\(t\) distributions
• Bias prevention of maximum likelihood estimates for scalar skew normal and skew \(t\) distribu\-tions
• Bias Correction in the Type I Generalized Logistic Distribution
• NOTES ON BIAS IN ESTIMATION
• Statistical Applications of the Multivariate Skew Normal Distribution
• The multivariate skew-normal distribution
• Multivariate skewt-distribution
• Distributions Generated by Perturbation of Symmetry with Emphasis on a Multivariate Skewt-Distribution
• Bias reduction of maximum likelihood estimates
• The Skew-normal Distribution and Related Multivariate Families*
• More Efficient Bootstrap Computations
• Problems in Plane Sampling
• A general class of multivariate skew-elliptical distributions

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