Borradores de Economia
Número:
643
Publicado:
Clasificación JEL:
C11, C15, C52, C53
Palabras clave:
Partial least squares, Principal components, Ridge regression.
Lo más reciente
Andrea Sofía Otero-Cortés, Karina Acosta, Jhorland Ayala-García, Oriana Álvarez Vos, Sara Rojas
Jorge Florez-Acosta, Margarita María Gáfaro-González, Alejandra González-Ramírez, Juan Sebastián Vélez-Velásquez
Three methodologies of estimation of models with many predictors are implemented to forecast Colombian inflation. Two factor models, based on principal components, and partial least squares, as well as a Bayesian regression, known as Ridge regression are