Synopsis
This work investigates in a forecast application whether the forecast accuracy of the US unemployment growth rate can be improved when the time series model is augmented with Google Trends data. The empirical analysis is based on up to 10 distinct Google Trends search terms, which show a sufficiently high correlation with the target variable US unemployment rate. A Google index from the 10 Google search terms is derived by estimating a Factor model with the method of principal component analysis. By using a VAR model it is empirically shown that the forecast accuracy of the US unemployment growth rate can be improved by augmenting the model with the Google search terms.
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Using Google Trends Data in Forecasting Economic Variables: Time Series Analysis
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ISBN 10: 6200478414
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Using Google Trends Data in Forecasting Economic Variables
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This work investigates in a forecast application whether the forecast accuracy of the US unemployment growth rate can be improved when the time series model is augmented with Google Trends data. The empirical analysis is based on up to 10 distinct Google Trends search terms, which show a sufficiently high correlation with the target variable US unemployment rate. A Google index from the 10 Google search terms is derived by estimating a Factor model with the method of principal component analysis. By using a VAR model it is empirically shown that the forecast accuracy of the US unemployment growth rate can be improved by augmenting the model with the Google search terms. 88 pp. Englisch. Seller Inventory # 9786200478412
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Using Google Trends Data in Forecasting Economic Variables: Time Series Analysis
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Using Google Trends Data in Forecasting Economic Variables: Time Series Analysis
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ISBN 10: 6200478414
ISBN 13: 9786200478412
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Using Google Trends Data in Forecasting Economic Variables
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Yousefi DjamilDjamil Yousefi, M.Sc. University of Konstanz, Major in Econometrics and Applied EconomicsThis work investigates in a forecast application whether the forecast accuracy of the US unemployment growth rate can be impro. Seller Inventory # 497105853
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Using Google Trends Data in Forecasting Economic Variables
Published by
LAP LAMBERT Academic Publishing Dez 2019, 2019
ISBN 10: 6200478414
ISBN 13: 9786200478412
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Taschenbuch. Condition: Neu. Neuware -This work investigates in a forecast application whether the forecast accuracy of the US unemployment growth rate can be improved when the time series model is augmented with Google Trends data. The empirical analysis is based on up to 10 distinct Google Trends search terms, which show a sufficiently high correlation with the target variable US unemployment rate. A Google index from the 10 Google search terms is derived by estimating a Factor model with the method of principal component analysis. By using a VAR model it is empirically shown that the forecast accuracy of the US unemployment growth rate can be improved by augmenting the model with the Google search terms.Books on Demand GmbH, Überseering 33, 22297 Hamburg 88 pp. Englisch. Seller Inventory # 9786200478412
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Using Google Trends Data in Forecasting Economic Variables : Time Series Analysis
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This work investigates in a forecast application whether the forecast accuracy of the US unemployment growth rate can be improved when the time series model is augmented with Google Trends data. The empirical analysis is based on up to 10 distinct Google Trends search terms, which show a sufficiently high correlation with the target variable US unemployment rate. A Google index from the 10 Google search terms is derived by estimating a Factor model with the method of principal component analysis. By using a VAR model it is empirically shown that the forecast accuracy of the US unemployment growth rate can be improved by augmenting the model with the Google search terms. Seller Inventory # 9786200478412
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Using Google Trends Data in Forecasting Economic Variables | Time Series Analysis
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Taschenbuch. Condition: Neu. Using Google Trends Data in Forecasting Economic Variables | Time Series Analysis | Djamil Yousefi | Taschenbuch | Englisch | 2019 | LAP LAMBERT Academic Publishing | EAN 9786200478412 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu Print on Demand. Seller Inventory # 120469724
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