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Journal Articles

Comparative computer simulation and empirical analysis of MIDAS and artificial neural network-UMIDAS models for short- and long-term US GDP forecasting

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Samir K H. Safi, Olajide Idris Sanusi, Afreen Arif
Journal: Competitiveness Review
Competitiveness Review (2025) 35 (4): 670–684.
https://doi.org/10.1108/CR-09-2023-0238
Published: 27 August 2024
... is supplemented by Monte Carlo simulations to validate findings. Findings The empirical results and simulations demonstrate that the hybrid ANN-MIDAS performs best for short-term predictions, whereas UMIDAS is more robust for long-term forecasts. The integration of ANNs into MIDAS provides modeling...
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