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financial-modeling

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An implementation of Giuseppe Paleologo's Rademacher Antiserum, designed to assess strategy performance consistency through Rademacher complexity and RAS-adjusted Sharpe Ratios. This code evaluates strategy robustness by applying Rademacher random vectors for anti-overfitting analysis.

  • Updated Nov 14, 2024
  • Python

Comprehensive analysis of delta hedging strategies, the methodology involves utilizing mathematical models (such as Black-Scholes and geometric Brownian motion) to simulate option pricing and stock price movements. It focuses on managing delta risk through dynamic hedging strategies and evaluates the impact of different hedging approaches.

  • Updated Oct 31, 2024
  • Jupyter Notebook

The Financial Inclusion Prediction project predicts bank account ownership among individuals in East Africa using demographic data. Built with Streamlit and powered by a Random Forest Classifier, the app provides instant predictions based on user inputs, addressing financial accessibility for approximately 33,600 individuals.

  • Updated Oct 16, 2024
  • Python

A Python program for optimizing investments over a defined period, taking into account various parameters such as initial investment, duration, savings rate, dynamics, interest rate, and costs. The program provides both tabular and graphical representation of the investment's development, along with a detailed analysis of the results.

  • Updated Oct 1, 2024
  • Python

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