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Data mining for big data macroeconomic forecasting: a complementary approach to factor models
Brandl, Bernd; Keber, Christian; Schuster, Matthias G. - In: Operations research proceedings 2005 : selected papers …, (pp. 483-488). 2006
Persistent link: https://www.econbiz.de/10003347709
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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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Backcasting, nowcasting, and forecasting residential repeat-sales returns : big data meets mixed frequency
Garzoli, Matteo; Plazzi, Alberto; Valkanov, Rossen I. - 2021 - This version: March 4, 2021
The Case-Shiller is the reference repeat-sales index for the U.S. residential real estate market, yet it is released with a two-month delay. We find that incorporating recent information from 71 financial and macro predictors improves backcasts, now-casts, and short-term forecasts of the index...
Persistent link: https://www.econbiz.de/10012487889
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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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The perils of working with big data, and a SMALL checklist you can use to recognize them
Brave, Scott A.; Butters, R. Andrew; Fogarty, Michael - In: Business horizons 65 (2022) 4, pp. 481-492
Persistent link: https://www.econbiz.de/10013325848
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Importance assessment of correlated predictors in business cycles classification
Enache, Daniel; Weihs, Claus - In: Classification - the ubiquitous challenge : proceedings …, (pp. 545-552). 2005
Persistent link: https://www.econbiz.de/10003569583
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Importance assessment of correlated predictors in business cycles classification
Enache, Daniel (contributor); Weihs, Claus (contributor) - 2004
multipliersʺ, is not applicable in standard regression or classification models. The goal of this paper is to develop a procedure … to obtain such measures of importance for classification methods and to apply them to models for the classification of …
Persistent link: https://www.econbiz.de/10002569960
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Análisis de sentimiento basado en el informe de percepciones de negocios del Banco Central de Chile
Pilar Cruz, María del; Peralta, Hugo; Ávila, Bruno - 2020
Persistent link: https://www.econbiz.de/10012249346
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Ifo data and the German business cycle - results of multivariate discriminant analysis 1961 - 1997
Heilemann, Ullrich; Münch, Heinz Josef - In: IFO-Studien : Zeitschrift für empirische … 47 (2001) 1, pp. 41-63
Bei der Klassifizierung der deutschen Konjunkturzyklen stehen die Daten des ifo Konjunkturtests der Verwendung der Daten der Vierteljählichen Volkswirtschaftlichen Gesamtrechnung (VGR) nur wenig nach. Als Beurteilungsmaßstab dienten die Ergebnisse einer multivariaten Diskriminanzanalyse mit...
Persistent link: https://www.econbiz.de/10001625708
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A procedure for predicting recessions with leading indicators : econometric issues and recent performance
Stock, James H.; Watson, Mark W. - 1993
Persistent link: https://www.econbiz.de/10000892099