Semiparametric Spatial Filtering with Eigenvectors in (Generalized) Linear Models

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Documentation for package ‘spfilteR’ version 1.1.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

fakedata	Synthetic Dataset
fakedataset	Synthetic Dataset
getEVs	Eigenfunction Decomposition of a (Transformed) Spatial Connectivity Matrix
glmFilter	Unsupervised Spatial Filtering with Eigenvectors in Generalized Linear Regression Models
lmFilter	Unsupervised Spatial Filtering with Eigenvectors in Linear Regression Models
MI.decomp	Decomposition of the Moran Coefficient
MI.ev	Moran Coefficients of Eigenvectors
MI.local	Local Moran Coefficient
MI.resid	Moran Test for Residual Spatial Autocorrelation
MI.sf	Moran Coefficient of the Spatial Filter
MI.vec	Local Moran Coefficient
partialR2	Coefficient of Partial Determination
summary.spfilter	Unsupervised Spatial Filtering with Eigenvectors in Linear Regression Models
vif.ev	Variance Inflation Factor of Eigenvectors
vp	Variance Partitioning with Moran Spectral Randomization
W	Synthetic Dataset