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 estimated. The methodologies are compared...

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 estimated. The methodologies are compared...

An application of Bayesian Model Averaging, BMA, is implemented to construct combined forecasts for the colombian inflation for the short and medium run. A model selection algorithm is applied over a set of linear models with a large dataset of potencial predictors using marginal as well as...

An application of Bayesian Model Averaging, BMA, is implemented to construct combined forecasts for the colombian inflation for the short and medium run. A model selection algorithm is applied over a set of linear models with a large dataset of potencial predictors using marginal as well as...

An application of Bayesian Model Averaging, BMA, is implemented to construct combined forecasts for the colombian inflation for the short and medium run. A model selection algorithm is applied over a set of linear models with a large dataset of potencial predictors using marginal as well as...

An application of Bayesian Model Averaging, BMA, is implemented to construct combined forecasts for the colombian inflation for the short and medium run. A model selection algorithm is applied over a set of linear models with a large dataset of potencial predictors using marginal as well as...

Se utiliza la metodología VAR estructural para evaluar el impacto conjunto de las intervenciones cambiarias y de la política monetaria convencional sobre la tasa de cambio, la tasa de interés y las demás variables del sistema. Se encuentra que las compras netas de divisas devalúan...

Se utiliza la metodología VAR estructural para evaluar el impacto conjunto de las intervenciones cambiarias y de la política monetaria convencional sobre la tasa de cambio, la tasa de interés y las demás variables del sistema. Se encuentra que las compras netas de divisas devalúan...

En este documento se desarrolla una exploración empírica sobre la información contenida en las expectativas de inflación obtenidas tanto directa (a través de encuestas) como indirectamente (implícitas en el mercado de deuda pública). Para esto, se realizan pruebas de insesgamiento y...

En este documento se estudian los determinantes de la heterogeneidad observada en la flexibilidad de precios, empleando los resultados encontrados en una encuesta directa por Misas et al. (2009). Para esto se utilizan los modelos de conteo y se diseñan e implementan un conjunto de pruebas de...