Borradores de Economia
Número:
643
Publicado:
Clasificación JEL:
C11, C15, C52, C53
Palabras clave:
Partial least squares, Principal components, Ridge regression.
Lo más reciente
José Vicente Romero-Chamorro, Hernando Vargas-Herrera
Juan Camilo Medellín-Martínez, Sergio Restrepo Ángel
Andrea Sofía Otero-Cortés, Karina Acosta, Jhorland Ayala-García, Oriana Álvarez Vos, Sara Rojas
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