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A structural break is viewed as a permanent change in the parameter vector of a model. Using taxonomies of all sources of forecast errors for both conditional mean and conditional variance processes, we consider the impacts of breaks and their relevance in forecasting models: (a) where the...
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really have unit roots in the data. This uncertainty is practical – for many macroeconomic and financial variables theory … models as well as examine the effects of erroneously assuming cointegration. It is shown that inconclusive theoretical … imposing cointegration can be more or less useful for different horizons. The problem of forecasting variables with trending …
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Vector autoregressive moving-average (VARMA) processes are suitable models for producing linear forecasts of sets of time series variables. They provide parsimonious representations of linear data generation processes. The setup for these processes in the presence of stationary and cointegrated...
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