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Statistics, Optimization and Information Computing(3)
Brazilian Journal of Probability and Statistics(1)
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GH Biplot in Reduced-Rank Regression Based on Partial Least Squares
ArticleAbstract: One of the challenges facing statisticians is to provide tools to enable researchers to interpret anPalabras claves:GH biplot, partial least squares, reduced-rank regression, SINGULAR VALUE DECOMPOSITIONAutores:Griffin V., Willin Gabriel AlvarezFuentes:scopusEstimation procedure for reduced rank regression, PLSSVD
ArticleAbstract: This paper presents a procedure for coefficient estimation in a multivariate regression model of redPalabras claves:Multicollinearity, Multivariate Regression, partial least squares, PLSSVD, Reduced rank, SINGULAR VALUE DECOMPOSITIONAutores:Griffin V., Willin Gabriel AlvarezFuentes:scopusPolynomial Chaos based on the parallelized ensemble Kalman filter to estimate precipitation states
ArticleAbstract: This article develops a methodology combining methods of numerical analysis and stochastic differentPalabras claves:Numerical Methods, Parallelized ensemble Kalman filter, Polynomial chaos, Stochastic differential equationsAutores:Griffin V., Luis Sánchez, Marcano J., Saba Rafael InfanteFuentes:googlescopusSpatio-temporal dynamic model and parallelized ensemble kalman filter for precipitation data
ArticleAbstract: This paper presents a spatiotemporal dynamic model which allows Bayesian inference of precipitationPalabras claves:Missing data, Parallelized ensemble Kalman filter, Precipitation modeling, Spatio temporal models, Stochastic integro-difference equationAutores:Griffin V., Luis Sánchez, Rey-Lago D., Saba Rafael InfanteFuentes:googlescopus