the anatomy of a high-frequency trader: human and machine proportions

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THE ANATOMY OF A HIGH-FREQUENCY TRADER: HUMAN AND MACHINE PROPORTIONS Tommi A. Vuorenmaa, PhD 25th November, 2014 [email protected] Presentation @ CFA Society Finland Seminar in Helsinki, Finland

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THE ANATOMY OFA HIGH-FREQUENCY TRADER:

HUMAN AND MACHINE PROPORTIONS

Tommi A. Vuorenmaa, PhD25th November, 2014

[email protected]

Presentation

@ C

FA Society

Finland Sem

inarin H

elsinki, Finland

Spread

Liquidity

Volatility

Price discovery

Market efficiency

Front-running

Manipulation

Flash crashes

AN EXAMPLE

HUMAN AND MACHINE PROPORTIONS

Tommi A. Vuorenmaa 2014

AN EXAMPLE

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MARKET MICROSTRUCTURE THEORY

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Tommi A. Vuorenmaa 2014

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Authorizationrequirement*

System and risk controls

Identificationof algorithms

Order-to-trade ratio

BaFin

AN EXAMPLE

*In Germany, HFT techniques are characterized by: 1) Use oflatency minimizing infrastructure, 2) a system without humanintervention, and 3) high message intra-day rates.

Tommi A. Vuorenmaa 2014

Autom

atedT

raderM

agazine 4/2014

FUTURE DIRECTION

triangleintelligence.com/anatomyhft.pdf