A Python Application Software to Option Pricing and the Estimation of Price Sensitivities as a Component of a Financial Information System

Abdulnasser Hatemi-J, Alan Mustafa

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    Determining the fair price of options and estimating the price sensitivities are important issues for dealing with financial risk. However, the calculation of these values can be a tedious process. This paper aims at option pricing and the estimation of price sensitivities via a module created by the authors in Python. Furthermore, as it is known, any information system is a collection of sub subsystems, which work together as a series of supportive components to a larger system. This module works to support any 'Financial Information System' in its algorithmic approach to option pricing and the estimation of price sensitivities. This module has been developed in Python, which can work side-by-side with any financial information system and supports the decision-making process of financial planning of any financial organization. This Python module is being developed into four subcomponents. A numerical example is provided for determining the fair value of options and estimating the price sensitivities using two different approaches. These values can be important inputs for hedging purposes.

    Original languageEnglish
    Title of host publicationProceedings - 2022 7th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2022
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages51-54
    Number of pages4
    ISBN (Electronic)9781665481908
    DOIs
    Publication statusPublished - 2022
    Event7th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2022 - Athens, Greece
    Duration: Aug 22 2022Aug 24 2022

    Publication series

    NameProceedings - 2022 7th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2022

    Conference

    Conference7th International Conference on Mathematics and Computers in Sciences and Industry, MCSI 2022
    Country/TerritoryGreece
    CityAthens
    Period8/22/228/24/22

    Keywords

    • Option Pricing
    • Price Sensitivities
    • Python
    • Risk Management
    • Software Component

    ASJC Scopus subject areas

    • Mechanical Engineering
    • Algebra and Number Theory
    • Control and Optimization
    • Modelling and Simulation
    • Applied Mathematics
    • Computer Science Applications
    • Information Systems and Management
    • Industrial and Manufacturing Engineering

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