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Computational Methods for Quantitative Finance: Finite Element Methods for Derivative Pricing (Springer Finance)
GEL 284
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Fast and accurate pricing of derivative contracts in modern finance.
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What Stands Out
Პროდუქტის აღწერილობა
- Many mathematical assumptions on which classical derivative pricing methods are based have come under scrutiny in recent years. The present volume offers an introduction to deterministic algorithms for the fast and accurate pricing of derivative contracts in modern finance. This unified, non-Monte-Carlo computational pricing methodology is capable of handling rather general classes of stochastic market models with jumps, including, in particular, all currently used Lévy and stochastic volatility models. It allows us e.g. to quantify model risk in computed prices on plain vanilla, as well as on various types of exotic contracts. The algorithms are developed in classical Black-Scholes markets, and then extended to market models based on multiscale stochastic volatility, to Lévy, additive and certain classes of Feller processes. This book is intended for graduate students and researchers, as well as for practitioners in the fields of quantitative finance and applied and computational mathematics with a solid background in mathematics, statistics or economics.
| Publisher | Springer |
| Publication date | March 7, 2015 |
| Edition | 2013th |
| Language | English |
| Print length | 312 pages |
| ISBN-10 | 3642435327 |
| ISBN-13 | 978-3642435324 |
| Item Weight | 15.7 ounces (445.1 grams) |
| Dimensions | 6.1 x 0.72 x 9.25 inches (15.5 x 1.8 x 23.5 cm) |
| Part of series | Springer Finance |
Who Should Buy?
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Finance Professionals
Ideal for financial analysts and traders seeking advanced methods for derivative pricing and risk management.
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Graduate Students
Perfect for graduate students specializing in quantitative finance or applied mathematics, looking for in-depth computational techniques.
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Researchers
Beneficial for researchers studying innovative algorithms in finance, particularly those focused on finite element methods.
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Beginners
Not suitable for beginners in finance, as it assumes prior knowledge of quantitative methods and derivative pricing.
პროდუქტის აღწერილობა
მომხმარებელთა კითხვები და პასუხები
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კითხვა:
What are computational methods in quantitative finance?
პასუხი: Computational methods in quantitative finance involve algorithms and numerical techniques used for pricing derivatives, risk management, and financial analytics. These methods allow practitioners to simulate complex financial models and analyze market risks effectively. For example, finite element methods, a focal point in this title, are employed to solve differential equations that arise in options pricing. This enables analysts to better understand price movements and make informed trading decisions. -
კითხვა:
How are finite element methods applied in derivative pricing?
პასუხი: Finite element methods are numerical techniques used to solve partial differential equations that describe the dynamics of financial derivatives. They work by discretizing the problem into smaller, manageable sections, which allows for precise computation of option prices. This approach is particularly useful in cases involving complex financial instruments with multiple variables. By leveraging finite element methods, traders can optimize their pricing strategies and manage their portfolios with greater accuracy. -
კითხვა:
What topics are covered in the book?
პასუხი: The book covers a range of topics essential to understanding computational finance, including finite element methods, numerical analysis, and practical applications in derivative pricing. Additionally, it explores theoretical foundations and provides case studies demonstrating how these computational methods can be utilized in real-world financial scenarios. Readers will benefit from both the mathematical rigor and the practical insights presented in the text, enabling them to implement these techniques effectively. -
კითხვა:
Who would benefit from reading this book?
პასუხი: This book is ideal for finance professionals, quantitative analysts, and students pursuing advanced studies in financial engineering. It serves as a comprehensive resource for those looking to enhance their skills in algorithmic trading and risk management. Moreover, educators and researchers can use the material as a foundational text for teaching computational finance principles, making it suitable for both academic and professional development purposes. -
კითხვა:
What is the significance of finite element methods in finance?
პასუხი: Finite element methods offer significant advantages in pricing derivatives, particularly due to their flexibility in handling complex geometries and boundary conditions in financial models. This makes them suitable for a wide range of financial instruments and market scenarios. Their ability to yield accurate results in non-linear problems makes them an essential tool for financial analysts aiming to optimize pricing strategies and assess various market risks. -
კითხვა:
Can this book help with algorithmic trading?
პასუხი: Yes, this book provides valuable insights into the computational techniques necessary for effective algorithmic trading. By mastering the finite element methods and their application in derivative pricing, readers can develop algorithms that execute trades based on quantitative models. Understanding these methods can significantly enhance traders' ability to compete in fast-paced markets while managing risk effectively. -
კითხვა:
Is prior knowledge of finance required to understand the content?
პასუხი: While a foundational understanding of finance concepts can be beneficial, the book is structured to accommodate readers with varying levels of expertise. It begins with essential principles before delving into complex computational methods. Those without a strong background may need to supplement their learning with introductory finance resources, but they can still grasp the key concepts and applications presented in the book as they progress. -
კითხვა:
What programming skills are beneficial for applying the techniques in the book?
პასუხი: Familiarity with programming languages such as Python, MATLAB, or C++ can greatly enhance a reader's ability to implement the computational methods discussed in the book. These languages are commonly used for financial modeling and simulation tasks. By developing programming skills, readers can effectively translate the theoretical concepts into practical applications, allowing them to conduct simulations, optimize algorithms, and analyze financial data more efficiently. -
კითხვა:
What are some practical applications of the book’s content?
პასუხი: The techniques presented in this book can be applied in various scenarios, such as pricing exotic options, managing portfolios, and assessing financial risks in volatile markets. Financial institutions can utilize these methods to develop robust pricing models, while individual traders may implement them for strategy optimization. Additionally, risk managers can leverage these computational approaches to better understand and mitigate potential losses, enhancing overall decision-making in finance. -
კითხვა:
Where can I buy Computational Methods for Quantitative Finance: Finite Element Methods for Derivative Pricing Springer Finance 2013th Edition in Georgia?
პასუხი: You can purchase 'Computational Methods for Quantitative Finance: Finite Element Methods for Derivative Pricing Springer Finance 2013th Edition' from Ubuy in Georgia. Ubuy offers a convenient platform with various options for acquiring this title, ensuring that you can easily find and obtain the book to enhance your knowledge in computational finance.
Probability & Statistics Editorial Review
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ამ პროდუქტის მიმოხილვა
გაუზიარეთ თქვენი აზრები სხვა მომხმარებლებს
Დადებითი
- Comprehensive coverage of methods
- Clear explanations and examples
- Useful for practical applications
- Strong theoretical foundation
- Well-structured chapters
მინუსები
- Some topics may be too advanced for beginners.
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GEL 284
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მახასიათებლები და უპირატესობები
- Introduction to deterministic algorithms for pricing derivative contracts
- Unified, non-Monte-Carlo computational pricing methodology
- Capable of handling general classes of stochastic market models with jumps
- Quantifies model risk in computed prices on plain vanilla and exotic contracts
- Developed in classical Black-Scholes markets and extended to various market models
- Intended for graduate students, researchers, and practitioners in quantitative finance and applied mathematics
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