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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:googlescopusCost-Effective Pipeline for a Rational Design and Selection of Capsaicin Analogues Targeting TRPV1 Channels
ArticleAbstract: Transient receptor potential (TRP) channels constitute a large group of membrane receptors associatePalabras claves:Autores:Benso B., Brauchi S., Bustos D., Christian Galarza Morales, Wilson OrdoñezFuentes:googlescopusApplication of Control Theory Markov Systems to Minimize the Number of Transmissions in a Multi-hop Network
Conference ObjectAbstract: The classical Robust Control Theory applied to network environments does not consider usual networkPalabras claves:H-infinity filter, Hop-by-Hop, MJLS, packet retransmission optimizationAutores:Christian Galarza Morales, De Paula Carvalho L., Gonçalves A., Marcorin De Oliveira A., Palma Olate J.M.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:googlescopusFinite mixture modeling of censored and missing data using the multivariate skew-normal distribution
ArticleAbstract: Finite mixture models have been widely used to model and analyze data from a heterogeneous populatioPalabras claves:Censored data, Detection limit, EM-type algorithms, finite mixture models, Multivariate skew-normal distribution, Truncated distributionsAutores:Christian Galarza Morales, de Alencar F.H.C., 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:googlescopusMoments and random number generation for the truncated elliptical family of distributions
ArticleAbstract: This paper proposes an algorithm to generate random numbers from any member of the truncated multivaPalabras claves:Elliptical distributions, Slice sampling algorithm, Truncated distributions, Truncated momentsAutores:Christian Galarza Morales, Katherine AL Valeriano, Matos L.A., Valeriano K.A.L.Fuentes:googlescopus