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replication-study

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An implementation of the N-BEATS (Neural Basis Expansion Analysis Time Series) for Interpretable trend and seasonality to forecast Bitcoin prices, demonstrating how block-based residual decomposition can capture complex cryptocurrency trends and seasonality.

  • Updated Feb 14, 2026
  • Jupyter Notebook
2021_replication_LipstichEtAl_1996

The population dynamics of vertical and horizontal transmission allow for the study of the evolution of virulence. Here, we replicate a model by Lipsitch et al. (1996) analyzing the trade-offs between both types by modeling population dynamics between 1 host population and 100 pathogen strains added individually every 1,000 timesteps.

  • Updated Feb 26, 2022
  • Julia

Independent replication and India-focused deep-dive of the MPIDR Scholarly Migration Database (Akbaritabar, Theile & Zagheni 2024, Scientific Data). Tracks bilateral scholar flows for 210 countries, 1998-2020.

  • Updated Mar 16, 2026
  • Jupyter Notebook

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