2006.06824
Mixing rates for potentials of non-summable variations
Christophe Gallesco, Daniel Y. Takahashi
correctmedium confidence
- Category
- Not specified
- Journal tier
- Strong Field
- Processed
- Sep 28, 2025, 12:55 AM
- arXiv Links
- Abstract ↗PDF ↗
Audit review
The paper’s Theorem 1 constructs a blockwise maximal coupling and proves P[X_n=1] ≤ C n^{-(βδ+1)/2} by: (i) a KL chain-rule estimate of the block divergence via the χ^2-variation rates (Lemma 1), (ii) TV bounds (Pinsker/Bretagnolle–Huber), (iii) a renewal/hazard process built from q_{n,k} and its envelope b_k, and (iv) a renewal estimate that yields the stated rate . The candidate’s proof sketches a different route: it tries to bound the block χ^2-divergence multiplicatively and then deduce TV ≤ (1/2)√χ^2. However, its key tensorization step mis-indexes the χ^2-variation rate (using absolute time t instead of the number of matched coordinates t−M_n), which incorrectly makes the tail sum decay with n even without incorporating the renewal offset k. This bypasses the core renewal/hazard machinery essential in the paper and leads to an unjustified n-dependent decay. Hence, while the final rate matches Theorem 1, the argument as written is not valid; the paper’s argument is correct and complete, while the model’s is flawed.
Referee report (LaTeX)
\textbf{Recommendation:} minor revisions
\textbf{Journal Tier:} strong field
\textbf{Justification:}
The manuscript delivers a technically solid and conceptually clear block-coupling framework that extends mixing/relaxation bounds to non-summable variation regimes for g-measures, including countable alphabets. The renewal-based analysis is both appropriate and effective. Minor clarifications around the precise divergence inequalities used and the indexing of χ\^2-variation would strengthen readability, but the core arguments appear correct and the contribution is meaningful.