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Comparison and integration of subspaces from a biplot perspective
ArticleAbstract: When one has information about a set of individuals on several variables, in different groups or conPalabras claves:Biplot method, Consensus subspace, eigenvalue, EigenvectorAutores:Martín-Rodríguez J., Purificación Galindo-Villardón, Vicente-Villardon J.L.Fuentes:scopusAn alternative to Principal Components Regression based on Regression Biplot
ArticleAbstract: An alternative estimation method, herein termed Regression Biplots, is shown to approximate a data mPalabras claves:Autores:Cárdenas O., Noguera C., Purificación Galindo-Villardón, Vicente-Villardon J.L.Fuentes:scopusAnalysis of time evolution for group structured data: Canonical dual STATIS and doubly multivariate repeated measures model
ArticleAbstract: In this work we propose two solutions to the problem we consider when we have multivariate experimenPalabras claves:Canonical analysis, Repeated measurementsAutores:Bécares E., Fernández M., Fernández-Aláez C., Purificación Galindo-Villardón, Vallejo A., Vicente-Villardon J.L.Fuentes:scopusCanonical STATIS: Biplot analysis of multi-table group structured data based on STATIS-ACT methodology
ArticleAbstract: Frequently multivariate experimental data taken over multiple occasions is found to produce a multivPalabras claves:biplot, Canonical variate analysis, Manova, STATIS-ACTAutores:Purificación Galindo-Villardón, Vallejo-Arboleda A., Vicente-Villardon J.L.Fuentes:scopusEarly detection of black Sigatoka in banana leaves using hyperspectral images
ArticleAbstract: Premise: Black Sigatoka is one of the most severe banana (Musa spp.) diseases worldwide, but no methPalabras claves:banana, black sigatoka, HS biplot, hyperspectral imaging, penalized logistic regression (PLS–PLR), Plant diseaseAutores:Daniel Ochoa Donoso orcid, Jorge Ugarte Fajardo, Juan Manuel Cevallos-Cevallos, María Gabriela Maridueña-Zavala, Oswaldo Bayona Andrade, Ronald Criollo, Vicente-Villardon J.L.Fuentes:googlescopusFrequency of neuroendocrine tumor studies: Using latent dirichlet allocation and hj-biplot statistical methods
ArticleAbstract: Background: Neuroendocrine tumors (NETs) are severe and relatively rare and may affect any organ ofPalabras claves:HJ-Biplot 4, Latent Dirichlet Allocation 3, Neuroendocrine tumor 1, Pancreatic neuroendocrine tumor 2, Prevalence 3Autores:Alarcón Cano D.F., Aline Siteneski, de la Hoz-M J., Karime Montes-Escobar, Lelly María Useche-Castro, Vicente-Villardon J.L.Fuentes:scopusIdentifying molecular markers associated with classification of genotypes by External Logistic Biplots
ArticleAbstract: For characterization of genetic diversity in genotypes several molecular techniques, usually resultiPalabras claves:Autores:Jhonny R. Demey, Purificación Galindo-Villardón, Vicente-Villardon J.L., Zambrano A.Y.Fuentes:scopusManova Biplot for two way multivariate general linear models
ArticleAbstract: The Manova-Biplot for the Multivariate General Linear Model is generalized for two way Manova, and fPalabras claves:Autores:Isidro Rafael Amaro, Purificación Galindo-Villardón, Vicente-Villardon J.L.Fuentes:scopusMicroRNA (miR)-203 and miR-205 expression patterns identify subgroups of prognosis in cutaneous squamous cell carcinoma
ArticleAbstract: Background: Cutaneous squamous cell carcinoma (CSCC) is the second most widespread cancer in humansPalabras claves:Autores:Alonso-López D., Cañueto J., Cardeñoso-Álvarez E., Castellanos-Martín A., De Las Rivas J., Fernández-López E., García-Hernández J.L., Mao J.H., Moyano-Sanz E., Perez-Losada J., Purificación Galindo-Villardón, Román-Curto C., Valero J., Vicente-Galindo P., Vicente-Villardon J.L.Fuentes:scopusThe Biplot as a diagnostic tool of local dependence in latent class models. A medical application
ArticleAbstract: Latent class models (LCMs) can be used to assess diagnostic test performance when no reference testPalabras claves:biplot, Generalized linear model, Gold standard, Latent class models, Local dependenceAutores:Purificación Galindo-Villardón, Sepúlveda R., Vicente-Villardon J.L.Fuentes:scopus