Borradores de Economia
Número:
643
Publicado:
Clasificación JEL:
C11, C15, C52, C53
Palabras clave:
Partial least squares, Principal components, Ridge regression.
Lo más reciente
Diego Fernando Cuesta-Mora, Fredy Alejandro Gamboa-Estrada, Camilo Eduardo Sánchez-Quinto
María José Roa-García, Gloria Amparo Alonso Masmela, Nidia García Bohórquez, Diego A. Rodríguez-Pinilla
José Vicente Romero-Chamorro, Hernando Vargas-Herrera
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