Showing 61 - 70 of 9,636
This paper considers factor forecasting with national versus factor forecasting withinternational data. We forecast … estimation using targeted predictors following Bai and Ng [Forecasting economic time series using targeted predictors, Journal of … Econometrics 146 (2008), 304-317]. The results are as follows: Forecasting without data preselection favours the use of German data …
Persistent link: https://www.econbiz.de/10010298757
in the international data. The largest forecasting accuracy gains from including international predictors are at longer … forecast horizons. The forecasting performance achievable with the data-rich methods differs widely, with shrinkage methods and …
Persistent link: https://www.econbiz.de/10010298758
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
forecasting euro area manufacturing production. Following Boivin and Ng (2006), the emphasis is put on the role of dataset …
Persistent link: https://www.econbiz.de/10011604940
In this paper we propose a methodology to estimate a dynamic factor model on data sets with an arbitrary pattern of missing data. We modify the Expectation Maximisation (EM) algorithm as proposed for a dynamic factor model by Watson and Engle (1983) to the case with general pattern of missing...
Persistent link: https://www.econbiz.de/10011605235
This paper proposes a methodology to nowcast and forecast inflation using data with sampling frequency higher than monthly. The nowcasting literature has been focused on GDP, typically using monthly indicators in order to produce an accurate estimate for the current and next quarter. This paper...
Persistent link: https://www.econbiz.de/10011605370
forecasting power of these models for the Japanese economy. In this paper, we aim at assessing the relative performance of factor …. For most of the components, we report that factor models yield lower forecasting errors than a simple AR process or an … improvements in terms of forecasting accuracy are found for more volatile periods, such as the recent financial crisis. However …
Persistent link: https://www.econbiz.de/10011605473
Summary This paper provides a review of the recent literature concerned with large factor models as forecast devices.We focus on factor models that account for mixed-frequency data and missing observations at the end of the sample. These are data irregularities applied forecasters have to cope...
Persistent link: https://www.econbiz.de/10014609326
This work contains three papers employing common factor methodologies to economic forecasting for Estonia. The methods …
Persistent link: https://www.econbiz.de/10009449682
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