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Statistics and its Interface(2)
Communications in Statistics: Simulation and Computation(1)
Journal of Multivariate Analysis(1)
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A novel theoretical probabilistic model for opportunistic routing with applications in energy consumption for wsns
ArticleAbstract: This paper proposes a new theoretical stochastic model based on an abstraction of the opportunisticPalabras claves:Multi-hop network, Opportunistic routing network, Semi-reliable communication networkAutores:Bustos D., Christian Galarza Morales, De Paula Carvalho L., Morais C.F., Oliveira R.C.L.F., Palma Olate J.M., Utria J.Fuentes:googlescopusA 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:googlescopusA skew-t quantile regression for censored and missing data
ArticleAbstract: Quantile regression has emerged as an important analytical alternative to the classical mean regressPalabras claves:Autores:Bourguignon M., Christian Galarza Morales, Lachos V.H.Fuentes:googlescopusAn EM algorithm for estimating the parameters of the multivariate skew-normal distribution with censored responses
ArticleAbstract: Limited or censored data are collected in many studies. This occurs for many reasons in several pracPalabras claves:Censored dataa, EM algorithm, Extended skew-normal distribution, Truncated distributionsAutores:Christian Galarza Morales, Lachos V.H., Matos L.A.Fuentes:googlescopusE-Bayesian estimation for system reliability and availability analysis based on exponential distribution
ArticleAbstract: The main purpose of this article is to introduce the E-Bayesian approach to gain flexibility in thePalabras claves:E-Bayesian, Mellin transform, System availability, System reliabilityAutores:Christian Galarza Morales, Gholizadeh R., Gonzalez-Lopez V.Fuentes:googlescopusEstimation and diagnostics for partially linear censored regression models based on heavy-tailed distributions
ArticleAbstract: In many studies, limited or censored data are collected. This occurs, in several practical situationPalabras claves:Censored regression model, EMtype algorithm, Local influence, Partially linear models, scale mixtures of normal distributionsAutores:Christian Galarza Morales, Lachos V.H., Lemus M.N., Matos L.A.Fuentes:googlescopusMomTrunc: Moments of folded and doubly truncated multivariate distributions
OtherAbstract:Palabras claves:Autores:Christian Galarza MoralesFuentes:googleMoments of the doubly truncated selection elliptical distributions with emphasis on the unified multivariate skew-t distribution
ArticleAbstract: In this paper, we compute doubly truncated moments for the selection elliptical class of distributioPalabras claves:Elliptical distributions, Selection distributions, Truncated distributions, Truncated momentsAutores:Castro L.M., Christian Galarza Morales, Lachos V.H., Matos L.A.Fuentes:googlescopusOn Moments of doubly truncated multivariate distributions
OtherAbstract:Palabras claves:Autores:Christian Galarza MoralesFuentes:googleOn moments of folded and truncated multivariate Student-t distributions based on recurrence relations
ArticleAbstract: The use of the first two moments of the truncated multivariate Student-t distribution has attractedPalabras claves:EM algorithm, Folded multivariate Student-t distribution, Product moments, Truncated multivariate normal distribution, Truncated multivariate Student-t distributionAutores:Christian Galarza Morales, Lachos V.H., Lin T.I., Wang W.L.Fuentes:googlescopus