Fill Probabilities in a Limit Order Book with State-Dependent Stochastic Order Flows

By Felix Lokin, Fenghui Yu

Rating

1761
Battle Count: 97

Relevance

9/10
The paper provides a robust framework for estimating fill probabilities in limit order books, which is crucial for optimizing execution strategies and managing risk in quantitative trading.

Implementation Complexity

7/10
The implementation requires a strong understanding of stochastic processes and numerical methods. While the paper provides detailed formulas, practical implementation may be challenging.

Reproducibility

4/5
The paper provides detailed mathematical derivations and numerical methods, enhancing reproducibility. However, the specific implementation details are not provided.

About this paper

Methodology: Stochastic Modeling. Problem types: Time Series Forecasting, Probability Estimation.

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