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The power of text-based indicators in forecasting the Italian economic activity
Aprigliano, Valentina; Emiliozzi, Simone; Guaitoli, Gabriele - 2021
Persistent link: https://www.econbiz.de/10012612865
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Econometric forecasting using ubiquitous news text : text-enhanced factor model
Seo, Beomseok - 2023
Persistent link: https://www.econbiz.de/10014447774
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Text data rule - don't they? : a study on the (additional) information of Handelsblatt data for nowcasting German GDP in comparison to established economic indicators
Shrub, Yuliya; Rieger, Jonas; Müller, Henrik; Jentsch, … - 2022
propose a mixed-frequency model to investigate the potential of using text data in form of newspaper articles for nowcasting … German GDP growth. Newspaper text data appears to be very helpful in this regard as it directly explains economic and social … on commonly used macro variables with and without additionally included information from text data (extracted in an …
Persistent link: https://www.econbiz.de/10013361278
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The power of text-based indicators in forecasting Italian economic activity
Aprigliano, Valentina; Emiliozzi, Simone; Guaitoli, Gabriele - In: International journal of forecasting 39 (2023) 2, pp. 791-808
Persistent link: https://www.econbiz.de/10014465148
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Making text count : economic forecasting using newspaper text
Kalamara, Eleni; Turrell, Arthur; Redl, Chris; … - In: Journal of applied econometrics 37 (2022) 5, pp. 896-919
Persistent link: https://www.econbiz.de/10013464641
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The influence of central bank's projections and economic narrative on professional forecasters' expectations : evidence from Mexico
Antón Sarabia, Arturo; Bazdresch, Santiago; … - 2023
This paper evaluates the influence of central bank's projections and narrative signals provided in the summaries of its Inflation Report on the expectations of professional forecasters for inflation and GDP growth in the case of Mexico. We use the Latent Dirichlet Allocation model, a textmining...
Persistent link: https://www.econbiz.de/10014450508
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Financial forecasting through data mining : a comparative evaluation of probabilistic neural networks and other models
Se Hak, Chun; Kim, Steven H. - In: The Korean economic review 18 (2002) 1, pp. 159-175
Persistent link: https://www.econbiz.de/10001708920
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Forecasting macroeconomic variables in data-rich environments
Medeiros, Marcelo C.; Vasconcelos, Gabriel F. R. - In: Economics letters 138 (2016), pp. 50-52
Persistent link: https://www.econbiz.de/10011615474
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How is machine learning useful for macroeconomic forecasting?
Goulet Coulombe, Philippe; Leroux, Maxime; Stevanović, … - 2019
Persistent link: https://www.econbiz.de/10012109849
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Sources and types of big data for macroeconomic forecasting
Garboden, Philip M. E. - In: Macroeconomic forecasting in the era of big data : …, (pp. 3-23). 2020
Persistent link: https://www.econbiz.de/10012159677