High-frequency trading and probability theory

by Wang, Zhaodong

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Title Statements

Full title :High-frequency trading and probability theory / Zhaodong Wang, Weian Zheng.

Summary

This book is the first of its kind to treat high-frequency trading and technical analysis as accurate sciences. The authors reveal how to build trading algorithms of high-frequency trading and obtain stable statistical arbitrage from the financial market in detail. The authors' arguments are based on rigorous mathematical and statistical deductions and this will appeal to people who believe in the theoretical aspect of the topic. Investors who believe in technical analysis will find out how to verify the efficiency of their technical arguments by ergodic theory of stationary stochastic processes, which form a mathematical background for technical analysis. The authors also discuss technical details of the IT system design for high-frequency trading.

Edition Statements

Publication Date:©2015.

Publication Statements

Publisher(s):World Scientific Pub. Co
Place of Publication:Singapore
Language:eng
Publication Date:©2015.

The Physical Object

Description:1 online resource (xiii, 178 pages) : : illustrations (some color).

Edition Identifiers

ISBN:9789814616522, 9814616524
oclc:ocn894327863
LC Classification:HG4529
Dewey Decimal:332.6

1. Introduction -- 2. Market microstructure. 2.1. Trading products. 2.2. Trading model. 2.3. Market data information. 2.4. Trading interface. 2.5. Risk control. 2.6. Transaction costs. 2.7. Differences with Western market -- 3. Some basic HFT strategies. 3.1. General. 3.2. Arbitrage. 3.3. Ticker tape trading. 3.4. Market making. 3.5. Event driven. 3.6. Other basic strategies -- 4. IT system. 4.1. Challenges. 4.2. Trading system design. 4.3. Environment. 4.4. Core technologies -- 5. Stationary process and ergodicity. 5.1. Some basics of probability theory. 5.2. Stochastic process. 5.3. Time series analysis. 5.4. Pair-trading revisited -- 6. Stationarity and technical analysis. 6.1. Technical analysis. 6.2. Logarithmic return is stationary. 6.3. Moving average and exponential moving average. 6.4. Bollinger bands. 6.5. Moving average convergence-divergence. 6.6. Rate of change. 6.7. Relative strength index. 6.8. Stochastic oscillators. 6.9. Directional movement index. 6.10. Parabolic SAR -- 7. HFT of a single asset. 7.1. Stochastic integral of stationary processes. 7.2. Two examples -- 8. Bid, ask and trade prices -- 9. Financial engineering. 9.1. Mathematical finance. 9.2. Statistic…

Subjects

Analyse financière Business enterprises -- Finance Corporations -- Finance Electronic trading of securities Gestion de portefeuille Investment analysis Portfolio management Valeurs mobilières -- Commerce électron…