Semiparametric Spatial Filtering with Eigenvectors in (Generalized) Linear Models
Eigenfunction Decomposition of a (Transformed) Spatial Connectivity Ma...
Unsupervised Spatial Filtering with Eigenvectors in Generalized Linear...
Unsupervised Spatial Filtering with Eigenvectors in Linear Regression ...
Decomposition of the Moran Coefficient
Moran Coefficients of Eigenvectors
Local Moran Coefficient
Moran Test for Residual Spatial Autocorrelation
Moran Coefficient of the Spatial Filter
Moran Test for Spatial Autocorrelation
Coefficient of Partial Determination
Variance Inflation Factor of Eigenvectors
Variance Partitioning with Moran Spectral Randomization
Tools to decompose (transformed) spatial connectivity matrices and perform supervised or unsupervised semiparametric spatial filtering in a regression framework. The package supports unsupervised spatial filtering in standard linear as well as some generalized linear regression models.