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Lasso-type and heuristic strategies in model selection and forecasting
Savin, Ivan; Winker, Peter - 2012
Several approaches for subset recovery and improved forecasting accuracy have been proposed and studied. One way is to apply a regularization strategy and solve the model selection task as a continuous optimization problem. One of the most popular approaches in this research field is given by...
Persistent link: https://www.econbiz.de/10009630302
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Evolutionary computation for macroeconomic forecasting
Claveria, Oscar; Monte, Enric; Torra, Salvador - In: Computational economics 53 (2019) 2, pp. 833-849
Persistent link: https://www.econbiz.de/10012134879
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Using survey data to forecast real activity with evolutionary algorithms : a cross-country analysis
Claveria, Oscar; Monte, Enric; Torra, Salvador - In: Journal of applied economics 20 (2017) 2, pp. 329-349
Persistent link: https://www.econbiz.de/10011950622
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Optimal and robust combination of forecasts via constrained optimization and shrinkage
Roccazzella, Francesco; Gambetti, Paolo; Vrins, Frédéric - In: International journal of forecasting 38 (2022) 1, pp. 97-116
Persistent link: https://www.econbiz.de/10013347741
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Optimal model averaging based on forward-validation
Zhang, Xiaomeng; Zhang, Xinyu - In: Journal of econometrics 237 (2023) 2,3, pp. 1-20
Persistent link: https://www.econbiz.de/10014471810
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Recursive stacked leakynet-based compartmental model for analysis of COVID-19 transmission dynamics
Raychaudhuri, Soumya Jyoti; Narendra Babu, C. - In: Journal of information & knowledge management : JIKM 22 (2023) 5, pp. 1-23
Persistent link: https://www.econbiz.de/10014494064
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Quantification of survey expectations by means of symbolic regression via genetic programming to estimate economic growth in Central and Eastern European economies
Claveria, Oscar; Monte, Enric; Torra, Salvador - In: Eastern European economics 54 (2016) 2, pp. 171-189
Persistent link: https://www.econbiz.de/10011507863
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Russia's comparative advantages in foreign trade : forecasting potential dynamics and identifying stimulation measures
Savin, Ivan - 2013
Persistent link: https://www.econbiz.de/10009684693
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Makroėkonomičeskaja ocenka ugrozy krizisov v Rossii i za rubežom : agrarnyj aspekt
Ivankova, Irina Aleksandrovna - 2013
Persistent link: https://www.econbiz.de/10010367067
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Bayesian treed Gaussian process models with an application to computer modeling
Gramacy, Robert B.; Lee, Herbert K. H. - In: Journal of the American Statistical Association : JASA 103 (2008) 483, pp. 1119-1130
Persistent link: https://www.econbiz.de/10003773116