Reproducibility Scripts for "Activity-Warped Power Laws for Bitcoin Price"
Abstract
Python scripts for reproducing all results and figures in "Activity-Warped Power Laws for Bitcoin Price" (Digital Finance, Springer). The repository includes data acquisition from public APIs (CoinDesk, Blockchain.com), the core warped-time power law analysis with four evaluation frameworks (in-sample, out-of-sample, walk-forward, rolling re-estimation) Diebold-Mariano statistical significance tests, and generation of all 12 publication figures. Dependencies: numpy, matplotlib, scipy, requests. See README.md for execution instructions.
Fields of Study & Subjects
Complex Systems and Time Series Analysis
Financial Markets and Investment Strategies
Stock Market Forecasting Methods
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 10 February 2026
- Language
- EN