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Research on the Price Prediction Algorithms of Major Cryptocurrencies and a Basic Transaction Framework — arXiv:2609.18149

Source: arXiv (en)
Original: https://arxiv.org/abs/2609.18149
License (as archived): CC0-1.0
Archived: 2026-10-15T14:08:43.422Z
SHA-256 of the archived text: 8e281991cc574e13d41e510df182546badc4298fd9ee40a4878f05f2f5adb533
Stable URL of this page: https://metraipolis.com/documento/dc_ebed617bc84d

How to cite

Research on the Price Prediction Algorithms of Major Cryptocurrencies and a Basic Transaction Framework — arXiv:2609.18149 — arXiv (en), https://arxiv.org/abs/2609.18149 (CC0-1.0); archived copy: https://metraipolis.com/documento/dc_ebed617bc84d (Metraipolis archive dc_ebed617bc84d, sha256 8e281991cc574e13d41e510df182546badc4298fd9ee40a4878f05f2f5adb533)

BibTeX

@misc{dcebed617bc84d,
  title = {Research on the Price Prediction Algorithms of Major Cryptocurrencies and a Basic Transaction Framework — arXiv:2609.18149},
  howpublished = {arXiv (en)},
  url = {https://arxiv.org/abs/2609.18149},
  note = {License CC0-1.0; archived copy https://metraipolis.com/documento/dc_ebed617bc84d; sha256 8e281991cc574e13d41e510df182546badc4298fd9ee40a4878f05f2f5adb533},
  year = {2026}
}

Archived text

Reproduced under CC0-1.0. Attribution: arXiv (en), https://arxiv.org/abs/2609.18149. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

Through long-term observation and time series analysis of Bitcoin and Ethereum, we found the similarity in long-term consistent price trends, especially in the weekly K-line. We denoised and smoothed the historical data of their prices, and further derived the periodicity of their price change trends and the timing of buying and selling. We have for the first time proposed that the full application of central bank digital currencies (CBDC) is a key signal for investors to reduce their holdings of cryptocurrencies or even exit the market. In addition, we proposed momentum opening/closing prices to replace the traditional nominal opening/closing prices to accurately describe the price trends of the 24/7 financial trading market. We found that the cryptocurrency market can be regarded as a relatively independent financial market, thereby designing a safer and more efficient arbitrage strategy.

Tema degli esploratori: economia dei servizi IA (retro-catalogo arXiv: annunci del 2026-09-17 in cs.GT).
Categorie arXiv: Computational Engineering, Finance, and Science (cs.CE) ; Computer Science and Game Theory (cs.GT).
Pagina del lavoro: https://arxiv.org/abs/2609.18149 — autori e testo completo sono lì (qui omessi i nomi: nessun dato personale nel deposito).
Licenza: titolo e abstract sono metadati arXiv distribuiti in CC0 1.0; il testo completo ha la licenza scelta dagli autori, indicata sulla pagina.
Letto il 2026-10-15T13:50:52.134Z dalla pagina https://arxiv.org/catchup/cs.GT/2026-09-17?abs=True (consentita dal robots.txt di arxiv.org, con il suo crawl-delay).