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2025

Statistical Analysis Nfts

Statistical analysis on the top 100 NFT collections from CoinMarketCap, employing Regression and PCA techniques. This demonstrated the invalidity of…

Overview

Statistical analysis on the top 100 NFT collections from CoinMarketCap, employing Regression and PCA techniques. This demonstrated the invalidity of linear predictive models by failing to meet key statistical assumptions of normality, homoscedasticity, and independence, concluding that the inherent volatility of NFT data limits linear modeling. Open-source project by nex, published on GitHub.

Highlights

  • 1 star on GitHub
  • Primary language: Jupyter
  • Open source — view the code and contribute on GitHub

Built with

  • Jupyter

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