briancsavage-shift / Option-Pricing-Model

Option Price Forecaster

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Option-Pricing-Model

Does

  • Run the compiled executable to forecast the option's price at maturity and cross-references with market option price to find largest arbitrage opportunity
  • Uses Geometric Brownian Motion (GBM) and Jump Diffusion stochastic progresses to model the distribution of returns for a stock, then randomly pulls a daily return values for each time step of the simulation and computes the average return of all run simulations

Usage

./executable `path-to-csv`

Notes

  • CSV file must be formatted according to Yahoo Finance's Historical Datasets