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We produce predictions of the current state of the Indonesian economy by estimating a Dynamic Factor Model on a dataset of 11 indicators (also followed closely by market operators) over the time period 2002 to 2014. Besides the standard difficulties associated with constructing timely indicators...
Persistent link: https://www.econbiz.de/10011432892
A large literature suggests that the expected equity risk premium is countercyclical. Using a variety of different measures for this risk premium, we document that it also exhibits growth asymmetry, i.e. the risk premium rises sharply in recessions and declines much more gradually during the...
Persistent link: https://www.econbiz.de/10012179758
This paper provides a detailed assessment of the real-time forecast accuracy of a wide range of vector autoregressive models (VAR) that allow for both structural change and indicators sampled at different frequencies. We extend the literature by evaluating a mixed-frequency time-varying...
Persistent link: https://www.econbiz.de/10012179853
We analyse the performance of financial market variables in nowcasting Finnish quarterly GDP growth. Especially, we …
Persistent link: https://www.econbiz.de/10012215454
distributions as a function of more timely external data than is available in dated income surveys. We combine nowcasting methods …
Persistent link: https://www.econbiz.de/10012269913
We analyze the performance of a broad range of nowcasting and short-term forecasting models for a representative set of … indicators that come from a comparable set of identical data. We show that nowcasting works well for the new EU countries because … nowcasting is on average somewhat larger. …
Persistent link: https://www.econbiz.de/10012389263
nowcasting and forecasting quarterly world GDP using mixed-frequency models. We find that a recently proposed indicator that …
Persistent link: https://www.econbiz.de/10012425562
Factor models feature prominently in the macroeconomic nowcasting literature, yet no clear consensus has emerged …
Persistent link: https://www.econbiz.de/10013166086
This study aims to construct a new monthly leading indicator for Tunisian economic activity and to forecast Tunisian quarterly real GDP (RGDP) using several mixed-frequency models. These include a mixed dynamic factor model, unrestricted mixed-data sampling (UMIDAS), and a threepass regression...
Persistent link: https://www.econbiz.de/10013179409
nowcasting performance compared to an autoregressive model. Moreover, we find that the adoption of machine learning techniques … improves substantially the accuracy of our predictions in comparison to standard linear mod-els. While the average nowcasting …
Persistent link: https://www.econbiz.de/10012603401