2406.14807
Multivariate Extreme Values for Dynamical Systems
Romain Aimino, Ana Cristina Moreira Freitas, Jorge Milhazes Freitas, Mike Todd
correcthigh confidence
- Category
- Not specified
- Journal tier
- Strong Field
- Processed
- Sep 28, 2025, 12:56 AM
- arXiv Links
- Abstract ↗PDF ↗
Audit review
The candidate solution follows the paper’s declustering/big-blocks–small-gaps scheme under conditions Д(un) and Д′(un), and correctly derives lim μ(Mn ≤ un(τ)) = exp(−θ(τ) Γ̂(τ)). It also matches the paper’s handling of error terms via n γ(q,n,t_n) and the Δ^(q) anti-clustering sum. One minor gap is that the model’s Step 5 appeals to G(cτ) = (G(τ))^c without proof; the paper instead proves θ(cτ)=θ(τ) via a time-change argument and then deduces homogeneity. This is easily patched by adopting the paper’s argument. Aside from this, the proofs are essentially the same.
Referee report (LaTeX)
\textbf{Recommendation:} minor revisions \textbf{Journal Tier:} strong field \textbf{Justification:} The paper’s theorem and proof are sound and significant for multivariate extremes in dynamical systems. The candidate solution mirrors the paper’s method and reaches the correct conclusions, with a small gap in the homogeneity/ray-constancy step that is readily fixed by adopting the paper’s time-change argument. Overall, the contributions are technically rigorous and broadly applicable.