Borradores de Economia
Número:
643
Publicado:
Clasificación JEL:
C11, C15, C52, C53
Palabras clave:
Partial least squares, Principal components, Ridge regression.
Lo más reciente
Hans-Erik Edsand, Andrés Aleán-Romero, Jhorland Ayala-García, Tania Jiménez Castilla, Sandra C. Valencia
Ana María Iregui-Bohórquez, Ligia Alba Melo-Becerra, María Teresa Ramírez-Giraldo, Jorge Leonardo Rodríguez Arenas
Diana Ricciulli-Marin, Mateo Uribe-Castro
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