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...

Las opciones no solo son instrumentos que ofrecen la oportunidad de cubrir o aprovechar cambios direccionales en el precio del activo subyacente, sino que permiten valorar la volatilidad de este. En mercados desarrollados es posible identificar que los agentes sobrevaloran o subvaloran la...

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...

Using Bayesian estimation techniques, we estimate a small open economyDSGE model with credit-market imperfections for the Colombian economy. Us-ing the estimated model we investigate what are the sources of business cycle°uctuations. We show that balance-sheet e®ects play an important role in...

Este trabajo desarrolla un modelo de simulación para estimar el flujo de caja de unpensionado que tiene su cuenta individual en una Administradora de Fondos dePensiones (AFP) colombiana. Se proyecta el flujo a partir de las sendas salariales ydensidades de cotización estimadas por la...

Colombia experienced a deep recession in 1999-2003. Growth slowed by 4.2%,and investment by 34.6%. Was the severity of the recession due to a ¯nan-cial accelerator mechanism µa la Bernanke, Gertler, and Gilchrist (1999)? Toanswer this question, this paper estimates a dynamic stochastic general...

Most people seem to think that Russia's economy and fiscal situation are still crucially tied up with international oil prices and the exchange rate of the rouble, although this view has recently been challenged by some analysts. Empirical research on this topic is, however, scanty. In this...

We find that Chinese trade flows respond to economic activity and relative prices -- as represented by a trade weighted exchange rate -- but the relationships are not always precisely or robustly estimated. Chinese exports are generally well-behaved, rising with foreign GDP and decreasing as the...