Spatial Analysis Using Big Data

Chapter Five

Spatial econometric models

Hajime Seya ¹ , Takahiro Yoshida ² , and Yoshiki Yamagata ^{2       1} Departments of Civil Engineering, Kobe University, Kobe, Hyogo, Japan      ² Center for Global Environmental Research, National Institute for Environmental Studies, Tsukuba, Ibaraki, Japan

Abstract

Section 5.1 of this chapter provides a brief review of spatial econometrics. Section 5.2 describes various types of spatial econometric models. Impact measures are also explained here. Section 5.3 explains representative parameter estimation methods for spatial econometric models. Sections 5.4 and 5.5 introduce likelihood-based tests for spatial autocorrelation and spatial heterogeneity, respectively. Section 5.6 explains the remaining ...