Microstructure Modes - Disentangling the Joint Dynamics of Prices & Order Flow

By Salma Elomari-Kessab, Guillaume Maitrier, Julius Bonart, Jean-Philippe Bouchaud

Rating

1625
Battle Count: 131

Relevance

9/10
The paper provides insights into market microstructure and order flow dynamics, which are crucial for developing trading strategies, especially for market making and optimal execution.

Implementation Complexity

7/10
The implementation requires sophisticated data processing, PCA, and VAR modeling. While these techniques are well-established, the specific coarse-graining procedures and model calibration may be challenging to replicate precisely.

Reproducibility

4/5
The paper provides detailed methodology and uses publicly available data, enhancing reproducibility. However, some implementation details may require further clarification.

About this paper

Methodology: Vector Autoregression with Principal Component Analysis. Problem types: Time Series Forecasting, Dimensionality Reduction.

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