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We propose a general class of Markov-switching-ARFIMA processes in order to combine strands of long memory and Markov-switching literature. Although the coverage of this class of models is broad, we show that these models can be easily estimated with the DLV algorithm proposed. This algorithm...
Persistent link: https://www.econbiz.de/10003633683
In this note I show that the method proposed in Thomakos (2008) for optimal linear filtering, smoothing and trend extraction for a unit root process can be applied with no changes when a drift parameter is added to the process. The method in the aforementioned paper is based on Singular Spectrum...
Persistent link: https://www.econbiz.de/10012724772
We propose a general class of Markov-switching-ARFIMA processes in order to combine strands of long memory and Markov-switching literature. Although the coverage of this class of models is broad, we show that these models can be easily estimated with the DLV algorithm proposed. This algorithm...
Persistent link: https://www.econbiz.de/10012966243
In this paper I propose a novel optimal linear filter for smoothing, trend and signal extraction for time series with a unit root. The filter is based on the Singular Spectrum Analysis (SSA) methodology, takes the form of a particular moving average and is different from other linear filters...
Persistent link: https://www.econbiz.de/10014219324
We propose a general class of Markov-switching-ARFIMA processes in order to combine strands of long memory and Markov-switching literature. Although the coverage of this class of models is broad, we show that these models can be easily estimated with the DLV algorithm proposed. This algorithm...
Persistent link: https://www.econbiz.de/10010274125
Although many macroeconomic time series are assumed to follow nonlinear processes, nonlinear models often do not provide better predictions than their linear counterparts. Furthermore, such models easily become very complex and difficult to estimate. The aim of this study is to investigate...
Persistent link: https://www.econbiz.de/10010434848
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
paper show that the real-time consideration of these forecasts has the potential to improve the precision with which past … forecasts is also aptly demonstrated through the use of simulation techniques, density functions, and event probability … forecasts. …
Persistent link: https://www.econbiz.de/10014461449