First steps in developing high-frequency trading models

Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

Fersiynau electronig

Dangosydd eitem ddigidol (DOI)

Confirmation of stylized facts and dimension reduction are key first steps in the subsequent development of specific high-frequency trading rules. This article demonstrates the application of these techniques using high-frequency foreign exchange (FX) data as a case study. The FX spot markets are well suited to high-frequency speculative trading. They are highly liquid, leveraged, and trade 24 hours a day, five days a week. This article describes the processes to follow for determining the applicability and robustness of known or suspected stylized facts to speculative trading; it also formalizes the technique of dimension reduction in high-frequency financial datasets.
Iaith wreiddiolSaesneg
Tudalennau (o-i)54-71
Nifer y tudalennau18
CyfnodolynThe Journal of Trading
Cyfrol10
Rhif y cyfnodolyn2
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2015
Cyhoeddwyd yn allanolIe
Gweld graff cysylltiadau