Simulation and Optimization in Finance + Website: Modeling with MATLAB, @Risk, or VBA (Hardcover)
暫譯: 金融中的模擬與優化 + 網站:使用 MATLAB、@Risk 或 VBA 建模 (精裝本)
Dessislava A. Pachamanova, Frank J. Fabozzi
商品描述
In recent years, there has been a notable increase in the use of simulation and optimization methods in the financial industry. Applications include portfolio allocation, risk management, pricing, and capital budgeting under uncertainty.
This accessible guide provides an introduction to the simulation and optimization techniques most widely used in finance, while at the same time offering background on the financial concepts in these applications. In addition, it clarifies difficult concepts in traditional models of uncertainty in finance, and teaches you how to build models with software. It does this by reviewing current simulation and optimization methodology-along with available software-and proceeds with portfolio risk management, modeling of random processes, pricing of financial derivatives, and real options applications.
- Contains a unique combination of finance theory and rigorous mathematical modeling emphasizing a hands-on approach through implementation with software
- Highlights not only classical applications, but also more recent developments, such as pricing of mortgage-backed securities
- Includes models and code in both spreadsheet-based software (@RISK, Solver, Evolver, VBA) and mathematical modeling software (MATLAB)
Filled with in-depth insights and practical advice, Simulation and Optimization Modeling in Finance offers essential guidance on some of the most important topics in financial management.
商品描述(中文翻譯)
金融模擬與優化理論與實務介紹
近年來,金融業中模擬與優化方法的使用顯著增加。應用範圍包括投資組合配置、風險管理、定價以及不確定性下的資本預算。
這本易於理解的指南提供了金融領域中最廣泛使用的模擬與優化技術的介紹,同時也提供了這些應用中的金融概念背景。此外,它澄清了金融中傳統不確定性模型中的困難概念,並教您如何使用軟體建立模型。這本書通過回顧當前的模擬與優化方法論以及可用的軟體,接著探討投資組合風險管理、隨機過程建模、金融衍生品定價和實際選擇應用。
- 包含金融理論與嚴謹數學建模的獨特結合,強調通過軟體實作的實務方法
- 不僅突顯經典應用,還包括更近期的發展,例如抵押貸款擔保證券的定價
- 包括基於試算表的軟體(@RISK、Solver、Evolver、VBA)和數學建模軟體(MATLAB)中的模型和程式碼
充滿深入見解和實用建議的金融中的模擬與優化建模,為金融管理中一些最重要的主題提供了必要的指導。