On the convergence of random walks in one-dimensional space

Abstract

The study aims to investigate the weak convergence of nearest neighbor random walks in one-dimensional space, with the assumption that the transition probabilities tend towards a constant within the range \([ 0, 1/2 ]\). The paper will demonstrate limit theorems based on the bias or balance of the random walk, utilizing the method of moments.