基于随机游走的隔离度量方法

Random Walk-Based Segregation Measures

Review of Economics and Statistics · 2013
被引 42
人大 AFT50ABS 4

中文导读

提出一种利用随机游走定义隔离指数的方法,度量个体与同群体成员相遇的概率,并应用于西班牙人口普查和经济学期刊引用数据。

Abstract

We propose an intuitive way of how to measure segregation in social and spatial networks. Using random walks, we define the segregation index as the probability that an individual meets an individual from the same social group. The segregation index is a generalization of the isolation index and a homophily index introduced in Currarini et al. (2009), and it has a closed– form relation to PageRank that facilitates its computation. We also show that the Spectral Segregation Index proposed by Echenique and Fryer (2007) is not continuous with respect to the network structure. Finally, we apply the measure to Spanish census data and to citations data from Economics, and rationalize the index as the equilibrium outmode of a game.

随机游走隔离指数同质性指数PageRank