Financial engineering
Financial engineering is a multidisciplinary field that involves the application of mathematical methods and tools to solve problems in finance. It is also known as quantitative finance, computational finance, and mathematical finance.
Overview[edit | edit source]
Financial engineering combines the principles of finance, mathematics, statistics, economics, and computer science to create new financial products, develop investment strategies, manage risk, and optimize portfolios. It is used by investment banks, hedge funds, insurance companies, and other financial institutions.
History[edit | edit source]
The field of financial engineering emerged in the late 20th century, following the introduction of complex financial instruments such as derivatives and structured products. The development of advanced mathematical models and computational techniques has played a crucial role in the growth of this discipline.
Techniques and Tools[edit | edit source]
Financial engineers use a variety of techniques and tools, including:
- Stochastic calculus: This branch of mathematics is used to model the behavior of financial markets.
- Monte Carlo simulation: This computational algorithm is used to evaluate and manage risk.
- Optimization: This mathematical technique is used to maximize returns and minimize risk.
- Machine learning: This subset of artificial intelligence is used to predict market trends and make investment decisions.
Education and Career[edit | edit source]
Many universities offer graduate programs in financial engineering, which typically require coursework in mathematics, statistics, economics, and computer science. Graduates often pursue careers as quantitative analysts, risk managers, and portfolio managers.
Criticisms[edit | edit source]
Despite its many applications, financial engineering has been criticized for its role in the 2008 financial crisis. Critics argue that the complexity and lack of transparency of engineered financial products contributed to the crisis.
See Also[edit | edit source]
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Contributors: Prab R. Tumpati, MD