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Financial Modeling Using Quantum Computing

You're reading from   Financial Modeling Using Quantum Computing Design and manage quantum machine learning solutions for financial analysis and decision making

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Product type Paperback
Published in May 2023
Publisher Packt
ISBN-13 9781804618424
Length 292 pages
Edition 1st Edition
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Authors (4):
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Iraitz Montalban Iraitz Montalban
Author Profile Icon Iraitz Montalban
Iraitz Montalban
Anshul Saxena Anshul Saxena
Author Profile Icon Anshul Saxena
Anshul Saxena
Javier Mancilla Javier Mancilla
Author Profile Icon Javier Mancilla
Javier Mancilla
Christophe Pere Christophe Pere
Author Profile Icon Christophe Pere
Christophe Pere
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Toc

Table of Contents (16) Chapters Close

Preface 1. Part 1: Basic Applications of Quantum Computing in Finance
2. Chapter 1: Quantum Computing Paradigm FREE CHAPTER 3. Chapter 2: Quantum Machine Learning Algorithms and Their Ecosystem 4. Chapter 3: Quantum Finance Landscape 5. Part 2: Advanced Applications of Quantum Computing in Finance
6. Chapter 4: Derivative Valuation 7. Chapter 5: Portfolio Management 8. Chapter 6: Credit Risk Analytics 9. Chapter 7: Implementation in Quantum Clouds 10. Part 3: Upcoming Quantum Scenario
11. Chapter 8: Simulators and HPC’s Role in the NISQ Era 12. Chapter 9: NISQ Quantum Hardware Roadmap 13. Chapter 10: Business Implementation 14. Index 15. Other Books You May Enjoy

Derivatives pricing – the theoretical aspects

Learning the factors that go into setting derivatives pricing is crucial. An in-depth knowledge of financial product pricing is essential to make sound investing decisions, whether you’re on the buying or selling side of the market. After all, knowing how a product’s attributes interact to produce value is necessary to decide what to offer or bid for a financial product. It is crucial to comprehend the price of financial assets. The capital asset pricing model and its variants, based on discounted cash flow, help establish values for financial assets. However, unlike traditional assets such as stocks and bonds, derivatives have their challenges, but they also have several unexpectedly straightforward properties. In the next section, we will discuss the important concept of money’s time value, which forms the basis for securities pricing.

The time value of money

The value of money fluctuates over time. What...

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