The Self-Financing Equation in High Frequency Markets

39 Pages Posted: 10 Dec 2013

See all articles by Rene Carmona

Rene Carmona

Princeton University - Bendheim Center for Finance

Kevin Webster

Independent

Date Written: December 8, 2013

Abstract

High Frequency Trading (HFT) represents an ever growing proportion of all financial transactions as most markets have now switched to electronic order book systems. The main goal of the paper is to propose continuous time equations which generalize the self-financing relationships of frictionless markets to electronic markets with limit order books. We use NASDAQ ITCH data to identify significant empirical features such as price impact and recovery, rough paths of inventories and vanishing bid-ask spreads. Starting from these features, we identify microscopic identities holding on the trade clock, and through a diffusion limit argument, derive continuous time equations which provide a macroscopic description of properties of the order book.

These equations naturally differentiate between trading via limit and market orders. We give several applications (including hedging European options with limit orders, market maker optimal spread choice, and toxicity indexes) to illustrate their impact and how they can be used to the benefit of Low Frequency Traders (LFTs).

Keywords: High Frequency Trading, Self-Financing Condition, Limit Order Book

JEL Classification: C00, G00

Suggested Citation

Carmona, Rene and Webster, Kevin, The Self-Financing Equation in High Frequency Markets (December 8, 2013). Available at SSRN: https://ssrn.com/abstract=2365122 or http://dx.doi.org/10.2139/ssrn.2365122

Rene Carmona (Contact Author)

Princeton University - Bendheim Center for Finance ( email )

26 Prospect Avenue
Princeton, NJ 08540
United States

Kevin Webster

Independent

No Address Available

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