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Behavioral predictive modeling in economics

Songsak Sriboonchitta (ed.); Kreinovich, Vladik (ed.); … - 2021

Persistent link: https://www.econbiz.de/10013260288

Multivariate macroeconomic forecasting : from DSGE and BVAR to artificial neural networks

Tänzer, Alina - 2024

This paper contributes a multivariate forecasting comparison between structural models and Machine-Learning-based tools. Specifically, a fully connected feed forward nonlinear autoregressive neural network (ANN) is contrasted to a well established dynamic stochastic general equilibrium (DSGE)...

Persistent link: https://www.econbiz.de/10014532351

How useful are tax disclosures in predicting effective tax rates? : a machine learning approach

Guenther, David A.; Peterson, Kyle; Searcy, Jake; … - In: The accounting review : a publication of the American … 98 (2023) 5, pp. 297-322

Persistent link: https://www.econbiz.de/10014374974

What does machine learning say about the drivers of inflation?

Kohlscheen, Emanuel - 2021

Persistent link: https://www.econbiz.de/10012799294

A cross-sectional machine learning approach for hedge fund return prediction and selection

Wu, Wenbo; Chen, Jiaqi; Yang, Zhibin; Tindall, Michael L. - In: Management science : journal of the Institute for … 67 (2021) 7, pp. 4577-4601

Persistent link: https://www.econbiz.de/10012624639

k-Means Clusterization and Machine Learning Prediction of European Most Cited Scientific Publications

Leogrande, Angelo; Costantiello, Alberto; Laureti, Lucio - 2022

the prediction of “Most Cited Publications” with Augmented Data-AD …

Persistent link: https://www.econbiz.de/10014078245

A robust spectral clustering algorithm for sub-Gaussian mixture models with outliers

Srivastava, Prateek R.; Sarkar, Purnamrita; … - In: Operations research 71 (2023) 1, pp. 224-244

Persistent link: https://www.econbiz.de/10014308484

Deep learning neural network for the prediction of Asian Tiger stock markets

Yap, Kok-Leong; Lau, Wee-Yeap; Izlin Ismail - In: International journal of financial engineering 8 (2021) 4, pp. 1-35

Persistent link: https://www.econbiz.de/10012815105

Is the external audit report useful for bankruptcy prediction?

Muñoz-Izquierdo, Nora; Camacho-Miñano, María-del-Mar; … - In: International Journal of Financial Studies : open … 7 (2019) 2/20, pp. 1-23

Despite the number of studies on bankruptcy prediction using financial ratios, very little is known about how external … reports for prediction purposes and the same predictive accuracy was achieved. By applying three artificial intelligence … review is included, on previous studies on the interaction between bankruptcy prediction and the external audit information. …

Persistent link: https://www.econbiz.de/10012039600

Forecasting exchange rates with neural networks : time variation, nonstationarity, and causal models

Reikard, Gordon - In: International economic journal 37 (2023) 2, pp. 202-219

Persistent link: https://www.econbiz.de/10014295003