Handbook of High-Frequency Trading and Modeling in Finance

Handbook of High-Frequency Trading and Modeling in Finance
Handbook of High-Frequency Trading and Modeling in Finance
Ionut Florescu, Maria C. Mariani, H. Eugene Stanley, Frederi G. Viens
English | ISBN: 1118443985 | 2016 | 456 pages | PDF | 46 MB

Reflecting the fast pace and ever-evolving nature of the financial industry, the details how high-frequency analysis presents new systematic approaches to implementing quantitative activities with high-frequency financial data.

Introducing new and established mathematical foundations necessary to analyze realistic market models and scenarios, the handbook begins with a presentation of the dynamics and complexity of futures and derivatives markets as well as a portfolio optimization problem using quantum computers. Subsequently, the handbook addresses estimating complex model parameters using high-frequency data. Finally, the handbook focuses on the links between models used in financial markets and models used in other research areas such as geophysics, fossil records, and earthquake studies. The also features:

* Contributions by well-known experts within the academic, industrial, and regulatory fields

* A well-structured outline on the various data analysis methodologies used to identify new trading opportunities

* Newly emerging quantitative tools that address growing concerns relating to high-frequency data such as stochastic volatility and volatility tracking; stochastic jump processes for limit-order books and broader market indicators; and options markets

* Practical applications using real-world data to help readers better understand the presented material

The is an excellent reference for professionals in the fields of business, applied statistics, econometrics, and financial engineering. The handbook is also a good supplement for graduate and MBA-level courses on quantitative finance, volatility, and financial econometrics.


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