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Monte Carlo and Quasi-Monte Carlo Applied to Options Valuation

This repository contains a set of scripts about MonteCarlo and Quasi-MonteCarlo methods applied to the assessment of spreads and lookback stock options (European style execution).

  • Vanilla options used for testing and reference purposes for more complex cases
  • Spread options are a type of stock options that are a linear combinations of multiple underlying assets
  • LookBack discrete options are a function that looks for the maximum or minimum value of the underlying asset at a finite set of future monitoring prices