emmanueladutwum123/ghana-cocoa-hedging

Cocoa Options Pricing Research for Ghana. Web-based Black-Scholes calculator and delta hedging simulator. Designed for Ghana's cocoa market risk management. Interactive tools for derivatives research and policy development. # 🌍 Ghana Cocoa Hedging Research Platform **Live Demo:** emmanueladutwum123.github.io An advanced computational finance research platform for analyzing cocoa derivatives markets in Ghana. Developed as part of academic research on agricultural risk management. ## ⚠️ COPYRIGHT AND INTELLECTUAL PROPERTY NOTICE ### **COPYRIGHT © 2024 EMMANUEL ADUTWUM. ALL RIGHTS RESERVED.** This project, including all code, content, designs, algorithms, research methodologies, and documentation is the exclusive intellectual property of Emmanuel Adutwum and is protected by copyright law and international treaties. ### **STRICT USAGE TERMS:** 1. **VIEWING AND LEARNING ONLY** - This repository is made public for educational reference and academic research purposes ONLY. 2. **NO REPRODUCTION** - You may NOT reproduce, copy, modify, distribute, transmit, display, perform, publish, license, create derivative works from, transfer, or sell any information, software, products, or services obtained from this repository. 3. **NO COMMERCIAL USE** - Commercial use of any code, algorithms, research, or content from this platform is strictly prohibited without explicit written permission from the copyright holder. 4. **NO DERIVATIVE WORKS** - Creating derivative works based on this codebase, research, or content is prohibited. 5. **CITATION REQUIREMENT** - If referencing this work in academic or research contexts, proper attribution must be provided as: > Adutwum, E. (2024). Ghana Cocoa Hedging Research Platform. Soka University of America, California. ### **LEGAL DISCLAIMER:** This software and research are provided "as is" without warranty of any kind. The author shall not be liable for any damages arising from the use of this code or research. Unauthorized use or reproduction may result in legal action. ### **PERMISSIONS:** For licensing inquiries, collaboration requests, or commercial use permissions, contact: - **Email:** emmanueladutwum900@yahoo.com - ** …