Showing 1 - 10 of 17
We study the properties of generalized stochastic gradient (GSG) learning in forward-looking models. We examine how the conditions for stability of standard stochastic gradient (SG) learning both differ from and are related to E-stability, which governs stability under least squares learning. SG...
Persistent link: https://www.econbiz.de/10010261355
forecasting model for another variable, and hence our use of terminology such as ?out-of-sample Granger causality? (see e …
Persistent link: https://www.econbiz.de/10010263216
We develop a method for directly modeling cointegrated multivariate time series that are observed in mixed frequencies. We regard lower-frequency data as regularly (or irregularly) missing and treat them with higher-frequency data by adopting a state-space model. This utilizes the structure of...
Persistent link: https://www.econbiz.de/10010264085
This paper proposes a new method of forecasting euro area quarterly real GDP that uses area-wide indicators, which are … information approach outperforms alternative forecasting methods in terms of forecast accuracy. …
Persistent link: https://www.econbiz.de/10010264416
aggregates are time-varying, much of the literature on forecasting aggregates considers the case of linear aggregates with fixed … theoretical setup and the forecasting results. …
Persistent link: https://www.econbiz.de/10010270456
to forecasting area-wide industrial production. To this end, we use various tests that are designed to compare competing …
Persistent link: https://www.econbiz.de/10010270868
forecasting techniques, e.g. correlation forecasts based on historical values and on a dynamic conditional correlation (DCC) model … varied. We find that the applied volatility forecasting models have a strong influence on the expected net present value … distribution and on the probability of default. In contrast, correlation forecasting models play a minor role. Time resolution and …
Persistent link: https://www.econbiz.de/10010305715
matrix and averages model estimates across all data releases. Using standard forecasting and policy models to analyze … monetary authorities' reaction functions, we show that this simple method can improve forecasting performance and provide …
Persistent link: https://www.econbiz.de/10010274753
This paper provides a novel approach to forecasting time series subject to discrete structural breaks. We propose a …
Persistent link: https://www.econbiz.de/10010276165
In this paper we have assessed an influence of the NYSE Stock Exchange indexes (DJIA and NASDAQ) and European Stock indexes (DAX and FTSE) on the Warsaw Stock Exchange index WIG within a framework of a GARCH model. By applying a procedure of checking predictive quality of econometric models as...
Persistent link: https://www.econbiz.de/10010277059