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This article addresses the problem of forecasting time series that are subject to level shifts. Processes with level shifts possess a nonlinear dependence structure. Using the stochastic permanent breaks (STOPBREAK) model, I model this nonlinearity in a direct and flexible way that avoids...
Persistent link: https://www.econbiz.de/10014065295
I provide a solution method in the frequency domain for multivariate linear rational expectations models. The method works with the generalized Schur decomposition, providing a numerical implementation of the underlying analytic function solution methods suitable for standard DSGE estimation and...
Persistent link: https://www.econbiz.de/10015051533
We propose a regression-based algorithm that allows to construct arbitrarily many comparable, multi-annual, consistent time series on monthly, weekly, daily, hourly and minute-by-minute search volume indices based on the scattered data obtained from Google Trends. The accuracy of the algorithm...
Persistent link: https://www.econbiz.de/10012890155
Extensive empirical studies on the rationality of expectations as defined by Muth have revolved around tests on a single series of forecast data, with results differing widely across studies. Rationality as an assessor characteristic has long been of interest in economic theory and practice....
Persistent link: https://www.econbiz.de/10014138043
This paper develops a set of time series models to provide short-term forecasts (6 to 18 months ahead) of international trade both at the global level and for selected regions. Our results compare favourably to other forecasts, notably by the International Monetary Fund, as measured by standard...
Persistent link: https://www.econbiz.de/10003315802
Using data from Germany, Japan, UK, and the U.S., we explore possible threshold cointegration in nominal short- and long-run interest rates with corresponding inflation rates. Traditional cointegration implies perfect mean reversion in real rates and hence confirms the Fisher hypothesis....
Persistent link: https://www.econbiz.de/10009725013
Motivated by economic-theory concepts - the Fisher hypothesis and the theory of the term structure - we consider a small set of simple bivariate closed-loop time-series models for the prediction of price inflation and of long- and short-term interest rates. The set includes vector...
Persistent link: https://www.econbiz.de/10009735355
geschätzt. Die geschätzten langfristigen und saisonalen Strukturen werden versuchsweise interpretiert. Auch zur Prognose wird …
Persistent link: https://www.econbiz.de/10009693905
posteriori-Wahrscheinlichkeit, welche Prädiktoren zu verschiedenen Zeitpunkten für die Prognose relevant waren. Unsere Ergebnisse … zeigen, dass (1) DMA die Prognose im Vergleich zu anderen Verfahren verbessert und (2) dass die Goldpreisprädiktoren sich …
Persistent link: https://www.econbiz.de/10010417235
We present a study on combining the forecasts from a time-series model and an econometric model in the context of the inflation rates of Turkey and propose a new weighting scheme, the time-varying simple weighting method. Our guiding principle for the deduction of this method is based on...
Persistent link: https://www.econbiz.de/10013124997