Dr. José Vega

Dr. José Carlos Vega Vilca


Catedrático Asociado – PhD, Universidad de Puerto Rico, Recinto de Mayagüez
Estadística

Dr. José Vega

Contacto:

Email: jose.vega23@upr.edu
Teléfono: 787-764-0000 Ext. 87082
Oficina: AMO-100 #4


Preparación académica

PhD Computing and Information Sciences and Engineering (2004). University of Puerto Rico, Mayagüez Campus, Puerto Rico
MS in Statistics (1987). University of San Marcos, Lima, Peru
BS in Statistics (1981). Universidad Agraria La Molina, Lima, Peru

Publicaciones y presentaciones representativas

Fuquene J., Betancourt B. and Vega J. (2011) Heavy tailed priors: an alternative to non-informative priors in the estimation of proportions on small areas. Biometric Brazilian Journal. v.29, n.3, July-Sep. 2011.

Vega, J. & Guzman, J. (2010) PCA and PLS regression as a solution of multicollinearity in multiple regression. Journal of Mathematics: Theory and Applications. Costa Rica. Article accepted for publication.

Vega, J. & Agosto, F. (2010). Prediction of academic achievement: A study of graduates of Business Administration’s Undergraduate Program. Journal of Social Sciences. Puerto Rico. Article accepted for publication.

Vega, J, & Acuña, E. (2008). Combining feature selection and partial least squares for classification of gene expression data. In Conference Proceedings of the 7th Annual, Hawaii International Conference on Statistics, Mathematics and Related Fields. Honolulu, Hawaii. January 17 to 19, pages 220-228.

Vega, J. (2005). Fuzzy Clustering and some applications. Anales Científicos. Molina Agrarian University, Lima-Perú, Vol LXII (2), pages 271-279.

Vega, J. (2005). Multidimensional scaling applied to dimensionality reduction. Journal of Anales Científicos. Molina Agrarian University, Lima-Perú, Vol LXI (1), pages 72-89.

Vega, J. & Acuña, E. (2005). Generalizations of PLS for dimensionality reduction in supervised classification. In Conference Proceedings of the 4th Annual, Hawaii International Conference on Statistics, Mathematics and Related Fields. January 9-11. Honolulu, Hawaii, pages 1017.

Material didáctico

Manual Analísis Estadístico con la Calculadora Gráfica TI – 83 ( pdf 665K)

Vega, J. (2009). Choosing the best strategy to promote sales by ANCOVA. San Juan, Puerto Rico. University of Puerto Rico-CICIA.

Vega, J. (2009) Academy Manual: Applied Statistics using R. San Juan, Puerto Rico. University of Puerto Rico-CICIA.

Vega, J. (2008). Academy Manual: Application of concepts and tools essential for Statistics. San Juan, Puerto Rico. University of Puerto Rico-CICIA.

Vega, J. (2008). Frequency tables and graphs representing using MINITAB. San Juan, Puerto Rico. University of Puerto Rico.

Vega, J. (2007). Statistical Analysis: Basic Statistics, San Juan, Puerto Rico. University of Puerto Rico, Medical Science Campus.

Vega, J. (2007). Correlation and Regression Analysis, San Juan, Puerto Rico. University of Puerto Rico, Medical Science Campus.

Vega, J. (2008). Nonparametric Statistics. San Juan, Puerto Rico. San Juan, Puerto Rico. University of Puerto Rico, Medical Science Campus.

Conferencias

Discriminant analysis in the classification new clients of an enterprise. (2010). II Congress of Research in Business and Entrepreneurship Disciplines. University of Turabo, Gurabo, Puerto Rico. School of Business and Entrepreneurship. San Juan, Puerto Rico.

PCA and PLS regression as a solution of multicollinearity in multiple regression. (2010). XVII International Symposium on mathematical methods applied to the sciences. University of Costa Rica, UCR. Center for Research in Pure and Applied Mathematics, San Jose, Costa Rica.

Cursos que enseña

Estadística. Análisis Multivariante, Minería de Datos, Modelos Predictivos

Materiales

Casos de R (xls)
Programas de R (txt)

rev. 20/oct/2015