Borradores de Economia
Número:
643
Publicado:
Clasificación JEL:
C11, C15, C52, C53
Palabras clave:
Partial least squares, Principal components, Ridge regression.
Lo más reciente
Francisco Javier Lasso-Valderrama, Carmiña Ofelia Vargas-Riaño
Anne Brockmeyer, Francois Gerard, Gabriel Ulyssea, Linda Wu, Marcelo Bergolo, Rodrigo Ceni González, Bernard Kirui, Andrea Lopez-Luzuriaga, Leonardo Fabio Morales, Andrea Sofía Otero-Cortés, Nadine Riedel, Matias Tapia, Tanisa Tawichsri, Verena Wiedemann
Marlon Salazar, Andrés Salazar-Mejía, Jorge Daniel Guevara-Acevedo, Juan David Duitama-Correa
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