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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Napat Jantarajaturapath

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Open access Sep 2026

Walk-Forward Evaluation of Early-Warning Models for Large Bitcoin Movements Under Fixed and Train-Only Event Definitions

Evaluations of financial early-warning models can appear stronger when temporal separation is incomplete or when the event definition uses information unavailable at the forecast origin. This study examines one-day-ahead risk ranking of large absolute Bitcoin returns using 334 daily observations from 31 August 2024 to...

Anupong Sukprasert, Lersak Phothong, Napat Jantarajaturapath et al. · 0 citations

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