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Bayesian regularized artificial neural networks for the estimation of the probability of default
Sariev, Eduard; Germano, Guido - In: Quantitative finance 20 (2020) 2, pp. 311-328
Persistent link: https://www.econbiz.de/10012194868
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Modelling regional patterns of inefficiency : a Bayesian approach to geoadditive panel stochastic frontier analysis with an application to cereal production in England and Wales
Klein, Nadja; Herwartz, Helmut; Kneib, Thomas - In: Journal of econometrics 214 (2020) 2, pp. 513-539
Persistent link: https://www.econbiz.de/10012439076
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Nonlinear Forecasting Using a Large Number of Predictors
GIOVANNELLI, Alessandro - In: Rivista Italiana degli Economisti 17 (2012) 1, pp. 143-150
This paper aims to introduce a nonlinear model to forecast macroeconomic time series using a large number of predictors. The technique used to summarize the predictors in a small number of variables is Principal Component Analysis (PC), while the method used to capture nonlinearity is artificial...
Persistent link: https://www.econbiz.de/10009652377
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Forecasting government bond yields with neural networks considering cointegration
Wegener, Christoph; Spreckelsen, Christian von; Basse, … - In: Journal of forecasting 35 (2016) 1, pp. 86-92
Persistent link: https://www.econbiz.de/10011417732
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Combination forecasts of tourism demand with machine learning models
Claveria, Oscar; Monte, Enric; Torra, Salvador - In: Applied economics letters 23 (2016) 4/6, pp. 428-431
Persistent link: https://www.econbiz.de/10011430763
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Security assessment and optimization of energy supply (neural networks approach)
Jasiński, Tomasz; Ścianowska, Agnieszka - In: Oeconomia Copernicana 6 (2015) 2, pp. 129-141
Persistent link: https://www.econbiz.de/10011503318
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Can neural networks predict business failure? : evidence from small high tech firms in the UK
Williams, Densil A. - In: Journal of developmental entrepreneurship : JDE ; a … 21 (2016) 1, pp. 1-17
Persistent link: https://www.econbiz.de/10011504330
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Multi-criteria classification for pricing European options
Gradojevic, Nikola - In: Studies in nonlinear dynamics and econometrics : SNDE ; … 20 (2016) 2, pp. 123-139
Persistent link: https://www.econbiz.de/10011507441
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Development of a system for human language commands and control for a quadcopter application
Özkartal, Serdar Gökhan - In: Journal of management research 7 (2015) 1, pp. 1-16
Persistent link: https://www.econbiz.de/10010492967
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Supply chain relationship quality and performance in technological turbulence : an artificial neural network approach
Tsai, Juin-Ming; Hung, Shiu-Wan - In: International journal of production research 54 (2016) 9/10, pp. 2757-2770
Persistent link: https://www.econbiz.de/10011496715