Inference and diagnostics for heteroscedastic nonlinear regression models under skew scale mixtures of normal distributions

DOI10.1080/02664763.2019.1691158OpenAlexW2984409259MaRDI QIDQ5037097

Clécio Da Silva Ferreira, Aldo M. Garay, Victor Hugo Lachos

Publication date: 25 February 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2019.1691158

zbMATH Keywords

EM algorithmlikelihood ratio testinfluence diagnosticsskew scale mixtures of normal distributionsheteroscedastic nonlinear regression models

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Related Items (4)

Doubly multivariate linear models with block exchangeable distributed errors and site-dependent covariates ⋮ Heteroscedastic partially linear model under skew-normal distribution with application in ragweed pollen concentration ⋮ The likelihood and Bayesian analyses for asymmetric Laplace nonlinear regression model ⋮ Heteroscedastic nonlinear regression models using asymmetric and heavy tailed two-piece distributions

Uses Software

• R
• lmec

Cites Work

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