Published February 1, 2021 | Version v1
Journal article

Cramér moderate deviations for the elephant random walk

  • 1. Center for Applied Mathematics, Tianjin University, Tianjin 300072 (China)
  • 2. School of Mathematics and Statistics, Northeastern University at Qinhuangdao, Qinhuangdao (China)

Description

We establish some limit theorems for the elephant random walk (ERW), including Berry–Esseen's bounds, Cramér moderate deviations and local limit theorems. These limit theorems can be regarded as refinements of the central limit theorem for the ERW. Moreover, by these limit theorems, we conclude that the convergence rate of normal approximations and the domain of attraction of normal distribution mainly depend on a memory parameter p which lies between 0 and 3/4. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1742-5468/abd942

Additional details

Identifiers

Publishing Information

Journal Title
Journal of Statistical Mechanics
Journal Volume
2021
Journal Issue
2
Journal Page Range
[20 p.]
ISSN
1742-5468

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
53083193
Subject category
S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
Descriptors DEI
APPROXIMATIONS; CONVERGENCE; DISTRIBUTION; GRAPH THEORY; RANDOMNESS
Descriptors DEC
CALCULATION METHODS; MATHEMATICS