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The accession of ten countries into the European Union makes the forecasting of their key macroeconomic indicators an exercise of some importance. Because of the transition period, only short spans of reliable time series are available, suggesting the adoption of simple time series models as...
Persistent link: https://www.econbiz.de/10011604528
from an aggregation of country-specific forecasts. Factor models in particular prove rather accurate, where the factors …
Persistent link: https://www.econbiz.de/10011604928
forecasts (bottom-up approaches). Overall, all methods perform better than a simple benchmark for short horizons (up to three … out-perform bottom-up ones for real variables, but not for prices. Finally, when country-specific forecasts are adjusted … to match direct forecasts at the aggregate levels (top-down approaches), the forecast accuracy is neither improved nor …
Persistent link: https://www.econbiz.de/10011605105
participants by comparing their point predictions and the mean/median/mode of their probability forecasts. We find that the … predictions. Survey results based on probability forecasts are more reliable. …
Persistent link: https://www.econbiz.de/10011604882
In this paper we discuss the role of the cross-sectional heterogeneity of beliefs in the context of understanding and assessing macroeconomic vulnerability. Emphasis lies on the potential of changing levels of disagreement in expectations to influence the propensity of the economy to switch...
Persistent link: https://www.econbiz.de/10013117806
This paper proposes a new methodology based on textual analysis to forecast U.S. recessions. Specifically, the paper develops an index in the spirit of Baker et al. (2016) and Caldara and Iacoviello (2018) which tracks developments in U.S. real activity. When used in a standard recession...
Persistent link: https://www.econbiz.de/10012422178
decades. Using 131 monthly time series, three popular statistical methods and the forecasts of the Federal Reserve’s Greenbook … activity declined remarkably, relative to naive forecasts, since the mid-1980s. This break down in forecast ability appears to …
Persistent link: https://www.econbiz.de/10011604651
We propose a new method for medium-term forecasting using exogenous information. We first show how a shifting-mean autoregressive model can be used to describe characteristic features in inflation series. This implies that we decompose the inflation process into a slowly moving nonstationary...
Persistent link: https://www.econbiz.de/10011605409
We evaluate forecasts for the euro area in data-rich and ‘data-lean’ environments by comparing three different …, nowcasts and forecasts for GDP, components of GDP, and GDP of all individual euro area members, and examine forecasts for … model can be uneven (forecasts for some countries have large errors), with the PMI model dominating clearly for some …
Persistent link: https://www.econbiz.de/10011605425
While the usefulness of factor models has been acknowledged over recent years, little attention has been devoted to the forecasting power of these models for the Japanese economy. In this paper, we aim at assessing the relative performance of factor models over different samples, including the...
Persistent link: https://www.econbiz.de/10011605473