- 演讲人: 黄澳
- 时间:2026年5月12日14:00
- 地点:浙江大学紫金港校区行政楼1417报告厅
- 主办单位:浙江大学数据科学研究中心
标题:Quantitative normal approximation for functionals of a Poisson occupation field in dimension $1+1$
摘要:
Let $\xi$ be the stationary occupation
field generated by a Poisson system of independent simple symmetric random
walks on $\mathbb Z$ in space--time dimension $1+1$. For a finite set
$A\subset\mathbb Z$, we consider the classical fixed-region observables
$W_N(A)$, the cumulative occupation of $A$ up to time $N$, and $D_N(A)$, the
number of distinct particles visiting $A$ up to time $N$. We prove quantitative
central limit theorems for both observables, with Wasserstein rate of order
$N^{-1/4}$. In addition, we introduce an independent nearest-neighbour random
walk $S=(S_n,\,n\ge 0)$ on $\mathbb Z$ with non-zero drift and sample the field
along this ballistic path. For a fixed polynomial observable
$\varphi(x)=\sum_{j=0}^k \beta_j x^j, \beta_k\neq 0$, of degree $k\in \mathbb
N$, we consider the partial sums $Y_{N,\varphi}=\sum_{n=1}^N
\varphi(\xi(n,S_n)).$ We prove a Wasserstein bound of order $N^{-1/2}$ for the
normal approximation of the standardized $Y_{N,\varphi}$.