Specification Tests for Temporal Heterogeneity in Spatial Panel Models with Fixed Effects
Yuhong Xu () and
Zhenlin Yang ()
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Yuhong Xu: School of Economics, Singapore Management University
No 5-2019, Economics and Statistics Working Papers from Singapore Management University, School of Economics
We propose score type tests for testing the existence of temporal heterogeneity in slope and spatial parameters in spatial panel data (SPD) models, allowing for the presence of individual-specific and/or time-specific fixed effects (or in general intercept heterogeneity). The SPD model with spatial lag effect is treated in detail by first considering the model with individual-specific effects only, and then extending it to the model with both individual and time specific effects. Two types of tests (naive and robust) are proposed, and their asymptotic properties are presented. These tests are then fully extended to an SPD model with both spatial lag and spatial error effects. Monte Carlo results show that the robust tests have much superior finite and large sample properties than the naive tests. Thus, the proposed robust tests provide reliable tools for identifying possible existence of temporal heterogeneity in regression and spatial coefficients. Empirical illustrations of the proposed tests are given.
Keywords: Spatial panels; Fixed effects; Time-Varying Covariate Effects; Time-Varying Spatial Effects; Change Points (search for similar items in EconPapers)
JEL-codes: C10 C13 C15 C21 C23 (search for similar items in EconPapers)
Pages: 38 pages
New Economics Papers: this item is included in nep-ecm, nep-geo and nep-sea
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Persistent link: https://EconPapers.repec.org/RePEc:ris:smuesw:2019_005
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