CRAN

GWmodel 2.0-9

Geographically-Weighted Models

Released Apr 29, 2019 by Binbin Lu

This package cannot yet be used with Renjin it depends on other packages which are not available: spatialreg 1.1-3, spacetime 1.2-2, robustbase 0.93-4, and spdep 1.1-2

Dependencies

robustbase 0.93-4 spacetime 1.2-2 spdep 1.1-2 spatialreg 1.1-3 RcppArmadillo 0.9.400.2.0 sp 1.3-1 maptools 0.9-5 Rcpp

In GWmodel, we introduce techniques from a particular branch of spatial statistics,termed geographically-weighted (GW) models. GW models suit situations when data are not described well by some global model, but where there are spatial regions where a suitably localised calibration provides a better description. GWmodel includes functions to calibrate: GW summary statistics, GW principal components analysis, GW discriminant analysis and various forms of GW regression; some of which are provided in basic and robust (outlier resistant) forms.