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Andrzej Tokajuk

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#artificial intelligence Preprint Sep 2026

Loss Choice or Model Choice? The Role of Forecast Level in Cryptocurrency Volatility Forecasting

Volatility forecasts play a central role in financial risk management because their overall level and day-to-day movements affect downstream decisions. Most studies compare forecasting models while keeping the training loss fixed. Yet losses emphasise different errors and can target different properties of future volat...

Andrzej Tokajuk, Jarosław A. Chudziak · 0 citations

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