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A parametric quantile regression model for asymmetric response variables on the real line
ArticleAbstract: In this paper, we introduce a novel parametric quantile regression model for asymmetric response varPalabras claves:Asymmetric data, Parametric inference, Quantile regression model, Skew-normal distributionsAutores:Bourguignon M., Christian Galarza Morales, Gallardo D.I., Gómez H.W.Fuentes:googlescopusLogistic Quantile Regression for Bounded Outcomes Using a Family of Heavy-Tailed Distributions
ArticleAbstract: Mean regression model could be inadequate if the probability distribution of the observed responsesPalabras claves:Bounded outcomes, EM algorithm, Primary 62M10, Quantile regression model, scale mixtures of normal distributions, Secondary 62E10Autores:Christian Galarza Morales, Lachos V.H., Zhang P.Fuentes:googlescopusRobust quantile regression using a generalized class of skewed distributions
ArticleAbstract: It is well known that the widely popular mean regression model could be inadequate if the probabilitPalabras claves:EM algorithm, Quantile regression model, scale mixtures of normal distributionsAutores:Barbosa Cabral C., Castro Cepero L., Christian Galarza Morales, Lachos Davila V.Fuentes:googlescopus