Limit order book modelling with high dimensional Hawkes processes - Archive ouverte HAL
Pré-Publication, Document De Travail Année : 2017

Limit order book modelling with high dimensional Hawkes processes

Résumé

The quality of various Hawkes-process-based order book models are assessed using some objective criteria. We start with a precise empirical analysis of the dependencies between order arrivals of various types, then, models built from multivariate, possibly nonlinear, Hawkes processes with multiple exponential kernels are introduced. Models are evaluated based on the distribution of forward recurrence times and the signature plot. This approach allows us to discriminate between various Hawkes-process- based models, and provide a financial interpretation of the more successful ones in terms of their behaviour at various time scales, and the presence of inhibition as well as excitation effects.
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Dates et versions

hal-01512430 , version 1 (23-04-2017)

Identifiants

  • HAL Id : hal-01512430 , version 1

Citer

Xiaofei Lu, Frédéric Abergel. Limit order book modelling with high dimensional Hawkes processes. 2017. ⟨hal-01512430⟩
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