Moran's Eigenvector-Based Spatial Regression Models


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Documentation for package ‘spmoran’ version 0.1.6.2

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esf Spatial regression with eigenvector spatial filtering
lsem Low rank spatial error model (LSEM) estimation
lslm Low rank spatial lag model (LSLM) estimation
meigen Extraction of Moran's eigenvectors
meigen0 Nystrom extension of Moran's eigenvectors
meigen_f Fast approximation of Moran's eigenvectors
plot_qr Plot quantile regression coefficients estimated from SF-UQR
predict0 Spatial prediction using eigenvector spatial filtering (ESF) or random effects ESF
predict0_vc Prediction of explained variables and spatially varying coefficients
resf Spatial regression with random effects eigenvector spatial filtering
resf_qr Spatial filter unconditional quantile regression
resf_vc Spatially varying coefficient modeling with automatic coefficient selection
weigen Extraction of eigenvectors from a spatial weight matrix