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C-tightness of scaled Hawkes-based auxiliary processes

Establish C-tightness, in the sense of Jacod–Shiryaev, for the sequences of auxiliary processes Λ_T(t), X_T(t), and Z_T(t) defined in equations (L_T(t)), (BX_T(t)), and (Z_T(t)), respectively, which arise from scaling limits of the multivariate Hawkes process used to model high-frequency trading.

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Background

In deriving scaling limits, the authors prove Meyer–Zheng tightness for the processes built from the Hawkes intensities but note that prior works claimed C-tightness. They explicitly state that they could not obtain C-tightness themselves.

Showing C-tightness would strengthen the tightness mode to ensure limits with continuous paths in the Skorokhod topology, aligning the result with claims in the cited literature.

References

It was claimed in , p.2872, , p.270. , p.91, that these processes are $C$-tight, in the sense of , Chapter VI, p.315, 3.25 Definition, which we could not obtain.

A Limit Order Book Model for High Frequency Trading with Rough Volatility (2412.16850 - Chen-Shue et al., 22 Dec 2024) in Proof of Proposition 3.1 (Section 4.3: The auxiliary processes and their scaling limits), footnote