Maximising Fill Ratios in FX Markets with Latency, Volatility and Model Ambiguity
Abstract
We analyse how latency affects the strategies of foreign exchange (FX) traders that send liquidity taking orders to the FX electronic exchange. Latency affects the prices and fill ratios obtained by traders. In this paper we... [ view full abstract ]
We analyse how latency affects the strategies of foreign exchange (FX) traders that send liquidity taking orders to the FX electronic exchange. Latency affects the prices and fill ratios obtained by traders. In this paper we assume that traders send marketable orders with a price limit, targeting a desired fill ratio (FR). We develop a model that maximizes FR whilst minimising how deep the marketable orders can walk the FX exchange's limit order book, we also consider model ambiguity. We solve in close form and employ a proprietary data set to show the performance of our proposed dynamic trading strategy.
Authors
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Leandro Sánchez Betancourt
(University of Oxford)
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Alvaro Cartea
(University of Oxford)
Topic Areas
High-Frequency Trading , Optimal Control , Trading Strategies
Session
TU-A-SW » High Frequency Trading (11:30 - Tuesday, 17th July, Swift)