DocumentCode
3256894
Title
Modeling risk of low latency trading strategies
Author
Balasanov, Yuri ; Doynikov, Alexander ; Korolev, Victor ; Nazarov, Leonid
Author_Institution
Stevanovich Center for Financial Math., Univ. of Chicago, Chicago, IL, USA
fYear
2013
fDate
3-5 Dec. 2013
Firstpage
1136
Lastpage
1136
Abstract
We consider trading strategy, which generates dynamic portfolio changing with low latency in response to changing market. Traditional approach to calculation of risk measures, like VaR or expected shortfall, does not apply in this case. We model loss as Cox process and use limit theorems for Cox processes to derive approximation for distribution of maximum loss when intensity of changes is high. In conclusion we discuss practical applications of the approach.
Keywords
approximation theory; investment; regression analysis; Cox process; dynamic portfolio; limit theorems; low latency trading strategies; risk measures; Educational institutions; Loss measurement; Portfolios; Random variables; Reactive power; Risk management; Stress;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Conference on Signal and Information Processing (GlobalSIP), 2013 IEEE
Conference_Location
Austin, TX
Type
conf
DOI
10.1109/GlobalSIP.2013.6737099
Filename
6737099
Link To Document