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black-scholes-merton

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Julia and Python programs that implement some of the tools described in my book "Stochastic Methods in Asset Pricing" (SMAP), MIT Press 2017 (e.g., the method for computing the price of American call options and the construction of the early exercise premium in the Black-Scholes-Merton framework from section 18.4 in SMAP).

  • Updated Mar 26, 2021
  • Jupyter Notebook

This repository contains pricing methods for equity European and American options. Monte Carlo and tree methods have been implemented for Black Scholes extensions (standard, with discrete dividend, and with single and double Normal jumps for corporate actions). This repository also contains an implementation of a Differential Evolution algorithm…

  • Updated Oct 10, 2020
  • C++

Tests the Black-Scholes model's performance on forecasting option call prices of a selected option chain dataset. Discusses factors such as volatility and time to expiration that affect the estimations of call option prices and how this occurs within the dynamics of the model.

  • Updated Feb 19, 2024
  • Python

A Python-based trading bot designed to identify and trade mispriced options using the Schwab API. The bot automatically submits limit orders on options it detects as mispriced, and once the orders are filled, it delta hedges the positions to manage risk.

  • Updated Oct 22, 2024
  • Python

OptionsPricerLib is a Python library for pricing financial options using various european and american models. The library provides options pricing, implied volatility calculation, and the Greeks for options, covering models such as Barone-Adesi Whaley, Black-Scholes, Leisen-Reimer, Jarrow-Rudd, and Cox-Ross-Rubinstein.

  • Updated Nov 5, 2024
  • Python

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