Statistical Diagnostics for Skew-t-Normal Nonlinear Models

DOI10.1080/03610910903249502zbMath1182.62150OpenAlexW1998294544MaRDI QIDQ3652747

Jin-Guan Lin, Feng-Chang Xie, Bo-Cheng Wei

Publication date: 16 December 2009

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610910903249502

zbMATH Keywords

homogeneityscore testnonlinear regression modelscase-deletion modelsimulation studiesgeneralized Cook distanceskew-t-normal distribution

Mathematics Subject Classification ID

General nonlinear regression (62J02) Monte Carlo methods (65C05) Diagnostics, and linear inference and regression (62J20)

Related Items (14)

Inference and diagnostics for heteroscedastic nonlinear regression models under skew scale mixtures of normal distributions ⋮ Variable selection in joint location, scale and skewness models of the skew-normal distribution ⋮ The odd log-logistic Student \(t\) distribution: theory and applications ⋮ Estimation and diagnostics for heteroscedastic nonlinear regression models based on scale mixtures of skew-normal distributions ⋮ Bayesian inference for joint location and scale nonlinear models with skew-normal errors ⋮ Variable Selection in Joint Location and Scale Models of the Skew-t-Normal Distribution ⋮ Skew scale mixtures of normal distributions: properties and estimation ⋮ Heteroscedastic nonlinear regression models based on scale mixtures of skew-normal distribu\-tions ⋮ Variable selection in joint location and scale models of the skew-normal distribution ⋮ Statistical diagnostics for nonlinear regression models based on scale mixtures of skew-normal distributions ⋮ Skew-normal semiparametric varying coefficient model and score test ⋮ Heteroscedastic nonlinear regression models using asymmetric and heavy tailed two-piece distributions ⋮ A semiparametric approach for joint modeling of median and skewness ⋮ Joint modeling of location and scale parameters of the skew-normal distribution

Uses Software

• sn

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