Showing 1 - 10 of 431
This paper applies large scale factor models to Dutch quarterly data in order to generate forecasts of GDP growth rates … structural model for the Netherlands sup- plemented with leading indicator variables. In a pseudo out-of-sample forecasting … forecasting performance of the factor models. However, only the dynamic factor model systematically outper- forms and encompasses …
Persistent link: https://www.econbiz.de/10005106681
We compare the factor forecasting performance of nested specifications of the generalized factor model based on various …, the factors being well fit, however, generally do not show improved forecasting performance. Copyright Springer …
Persistent link: https://www.econbiz.de/10010634291
Persistent link: https://www.econbiz.de/10011619146
Persistent link: https://www.econbiz.de/10013207210
relate to the forecasting environment (which cannot be influenced by the forecasters). Among the variables capturing the … forecasting design (which can, by contrast, be influenced by the forecasters), the size of the dataset from which factors are … unbalanced panel, whether restrictions implied by the factor structure are imposed in the forecasting equation or not and whether …
Persistent link: https://www.econbiz.de/10010295831
short-term forecasting models. These empirical findings have been established for different macroeconomic data sets and … specification is most effective in its forecasting performance. Furthermore, the forecast performances of the different … extended empirical out-of-sample forecasting competition for quarterly growth of gross domestic product in the euro area and …
Persistent link: https://www.econbiz.de/10010491343
extraction method, number of factors, data aggregation level and forecast equation type on the forecasting performance are … analyzed. Moreover, the effect of using certain data blocks such as interest rates on the forecasting performance is evaluated … as well. Out-of-sample forecasting exercise is conducted for two consecutive periods to assess the stability of the …
Persistent link: https://www.econbiz.de/10012217576
This paper compares the predictive ability of the factor models of Stock and Watson (2002) and Forni, Hallin, Lippi, and Reichlin (2005) using a "large" panel of US macroeconomic variables. We propose a nesting procedure of comparison that clarifies and partially overturns the results of similar...
Persistent link: https://www.econbiz.de/10011604726
The paper addresses the issue of forecasting a large set of variables using multivariate models. In particular, we … propose three alternative reduced rank forecasting models and compare their predictive performance with the most promising …
Persistent link: https://www.econbiz.de/10010284099
This paper proposes the use of dynamic factor models as an alternative to the VAR-based tools for the empirical validation of dynamic stochastic general equilibrium (DSGE) theories. Along the lines of Giannone et al. (2006), we use the state-space parameterisation of the factor models proposed...
Persistent link: https://www.econbiz.de/10012530279