3 papers
math.PR2026
The Central Limit Theorem and Berry--Esseen bound for logarithmic law of random determinants
Song-Hao Liu, Qi-Man Shao, Jing-Yu Xu
Let be a triangular array of random matrices, where is an random matrix with independent real entries satisfying $\math…
math.PR2026
Critical-Window Fluctuations and Disorder Universality for the Sherrington--Kirkpatrick Model
Yu Cheng, Song-Hao Liu, Qi-Man Shao +1
We establish free-energy fluctuation limits for the Ising Sherrington--Kirkpatrick model in the nonzero parts of its critical window. For fixed and $β_N=1+bN^{-1/3}\sqrt{\l…
math.PR2026
Cramér-type moderate deviation for double index permutation statistics
Songhao Liu, Qiman Shao, Jingyu Xu
We establish a Cramér-type moderate deviation theorem for double-index permutation statistics (DIPS). To the best of our knowledge, previous results only provided Berry-Esseen type…