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Fixed effects spatial panel data models with time-varying spatial dependence

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Abstract To analyze the temporal variation of spatial spillover effects as well as control unobserved individual-specific features, we extend the fixed effects spatial panel data model by introducing time-varying spatial… Click to show full abstract

Abstract To analyze the temporal variation of spatial spillover effects as well as control unobserved individual-specific features, we extend the fixed effects spatial panel data model by introducing time-varying spatial dependence. We propose a two-stage least squares (2SLS) method and a quasi-maximum likelihood estimator (QMLE). Monte Carlo simulations indicate the two methods perform well.

Keywords: varying spatial; spatial panel; effects spatial; panel data; time varying; fixed effects

Journal Title: Economics Letters
Year Published: 2020

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