Borradores de Economia
Número:
643
Publicado:
Clasificación JEL:
C11, C15, C52, C53
Palabras clave:
Partial least squares, Principal components, Ridge regression.
Lo más reciente
Bernardo Romero-Torres, Gerson Javier Pérez-Valbuena, Andrés Felipe García-Suaza, Jaime Alfredo Bonet-Moron
Olga Lucia Acosta Navarro, Andrés Felipe Chitán-Caes, Ana María Iregui-Bohórquez, Ligia Alba Melo-Becerra, María Teresa Ramírez-Giraldo, Jorge Leonardo Rodríguez Arenas
Alejandro Ome, Laura Giles Álvarez, Gerson Javier Pérez-Valbuena, Cristhian Larrahondo
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