spmoran

spmoran: An R package for Moran’s eigenvector-based spatial regression analysis. The objective of this study is illustrating how to use ”spmoran,” which is an R package for Moran’s eigenvector-based spatial regression analysis. spmoran estimates regression models in the presence of spatial dependence, including eigenvector spatial filtering (ESF) and random effects ESF (RE-ESF) models. These models are allowed to have spatially varying coefficients to capture spatial heterogeneity. These ESF and RE-ESF models are suitable to estimate and infer regression coefficients with/without spatial variation. spmoran implements these models in a computationally efficient manner. For the illustration, this study applies ESF and RE-ESF models for a land price analysis.

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