Standard practice for the estimation of dynamic stochastic general equilibrium (DSGE) models maintains the assumption … that economic variables are properly measured by a single indicator, and that all relevant information for the estimation … empirical framework for the estimation of DSGE models that exploits the relevant information from a data-rich environment. This …

The debate on the forecasting ability in economics of non-linear models has a long history, and the Great Recession … provides us with an opportunity for a re-assessment of the forecasting performance of several classes of non-linear models … some countries and/or variables appear to be more adapted to non-linear forecasting. …

In short-term forecasting, it is essential to take into account all available information on the current state of the … cross-validation procedure that allows automatic in-sample selection based on recent forecasting performances. Then the … developed techniques are assessed with regards to their forecasting power of US economic growth during the period 2000 …

review of the recent literature on dynamic factor models. First we present the models used, then the parameter estimation … empirical applications, especially dealing with the building of economic outlook indicators, macroeconomic forecasting and …