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survey expectations data in forecasting. …This dissertation consists of three essays that have a common focus on the econometrics of survey expectations data … understanding of economic dynamics. Second, survey data provide information that is otherwise unavailable, e.g. the economic …
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We introduce a multistep-ahead forecasting methodology that combines empirical mode decomposition (EMD) and support … vector regression (SVR). This methodology is based on the idea that the forecasting task is simplified by using as input for …
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We are interested in obtaining forecasts for multiple time series, by taking into account the potential nonlinear relationships between their observations. For this purpose, we use a specific type of regression model on an augmented dataset of lagged time series. Our model is inspired by dynamic...
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