Showing 1 - 10 of 91
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/10005344872
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/10010538810
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/10010686833
representation. For the estimation we adopt the methodology exposed in Banbura and Modugno (2010). In contrast to other existing …
Persistent link: https://www.econbiz.de/10008917863
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/10008459128
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/10005816246
In this paper we review the methodology of forecasting with log-linearised DSGE models using Bayesian methods. We focus … on the estimation of their predictive distributions, with special attention being paid to the mean and the covariance … matrix of h-step ahead forecasts. In the empirical analysis, we examine the forecasting performance of the New Area …
Persistent link: https://www.econbiz.de/10008516222
distribution. As an empirical illustration, we use euro area data and compare the forecasting performance of the New Area …
Persistent link: https://www.econbiz.de/10010686802
) Macroeconomic Projection Exercises regularly undertaken by ECB/Eurosystem staff. We present estimation results for the NAWM that are …’s forecasting performance relative to a number of benchmarks, including a Bayesian VAR. We finally consider several applications to … illustrate the potential contributions the NAWM can make to forecasting and policy analysis. JEL Classification: C11, C32, E32, E …
Persistent link: https://www.econbiz.de/10005222279
We implement a two-step approach to construct a financing conditions index (FCI) for the euro area and its four larger member states (Germany, France, Italy and Spain). The method, which follows Hatzius et al. (2010), is based on factor analysis and enables to summarise information on financing...
Persistent link: https://www.econbiz.de/10010753758