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Censored autoregressive regression models with Student- innovations
OtherAbstract: The Student- distribution is widely used in statistical modeling of datasets involving outliers sincPalabras claves:Autores:Christian Galarza Morales, Katherine AL ValerianoFuentes:googleMoments 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:googlescopusPackage ‘RcppCensSpatial’
OtherAbstract: Description It provides functions to estimate the parameters in spatial models with censored/missingPalabras claves:Autores:Christian Galarza Morales, Katherine AL ValerianoFuentes:googlePackage ‘StempCens’
OtherAbstract: Description It estimates the parameters of a censored or missing data in spatio-temporal models usinPalabras claves:Autores:Katherine AL ValerianoFuentes:googlePackage ‘relliptical’
OtherAbstract: This function approximates the mean vector and variance-covariance matrix for some particular truncaPalabras claves:Autores:Christian Galarza Morales, Katherine AL ValerianoFuentes:googleLikelihood-based inference for the multivariate skew-t regression with censored or missing responses
ArticleAbstract: Skew-t regression models have been widely used to model and analyze asymmetric heavy-tailed data. MoPalabras claves:Censored data, EM algorithm, Extended skew-t distribution, Missing observations, Truncated distributionsAutores:Christian Galarza Morales, Katherine AL Valeriano, Lachos V.H., Matos L.A., Valeriano K.A.L.Fuentes:googlescopusLikelihood‐based inference for spatiotemporal data with censored and missing responses
OtherAbstract: This paper proposes an alternative method to deal with spatiotemporal data with censored and missingPalabras claves:Autores:Katherine AL ValerianoFuentes:googleestadísticas y distribución espacial de la migración en el Ecuador según censo 2010
OtherAbstract: Ecuador es un país que no solamente expulsa población hacia el exterior o desde las áreas rurales haPalabras claves:Autores:Katherine AL ValerianoFuentes:google