A spatial latent class model

被引：4

作者：

Lee, Jiyon ^{[1
]}

机构：

[1] 114-302,Daecheong Ro 116Beon Gil 30, Hanam Si 12954, Gyeonggi Do, South Korea

来源：

ECONOMICS LETTERS | 2018年 / 162卷

关键词：

Spatial dynamic model; Latent class model; Time-varying spatial weights; EM algorithm;

D O I：

10.1016/j.econlet.2017.10.004

中图分类号：

F [经济];

学科分类号：

02 ;

摘要：

This paper applies the latent class approach to underlying spatial dynamic models. Spatial weights are assumed to be time-varying, although the class membership of each unit is fixed over time. The class-specific parameters and class memberships are estimated with EM algorithm. The performance of the proposed model with a finite sample is examined using Monte Carlo simulation. (C) 2017 Elsevier B.V. All rights reserved.

引用

页码：62 / 68

页数：7

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