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.

Author | Binbin Lu[aut], Paul Harris[aut], Martin Charlton[aut], Chris Brunsdon[aut], Tomoki Nakaya[aut], Isabella Gollini[ctb] |

Date of publication | 2016-11-30 14:55:13 |

Maintainer | Binbin Lu <binbinlu@whu.edu.cn> |

License | GPL (>= 2) |

Version | 2.0-1 |

http://gwr.nuim.ie/ |

**bw.ggwr:** Bandwidth selection for generalised geographically weighted...

**bw.gwr:** Bandwidth selection for basic GWR

**bw.gwss.average:** Bandwidth selection for GW summary averages

**EWHP:** House price data set (DataFrame) in England and Wales

**Georgia:** Georgia census data set (csv file)

**ggwr.basic:** Generalised GWR models with Poisson and Binomial options

**ggwr.cv:** Cross-validation score for a specified bandwidth for...

**ggwr.cv.contrib:** Cross-validation data at each observation location for a...

**gw.dist:** Distance matrix calculation

**GWmodel-package:** Geographically-Weighted Models

**gwpca.cv:** Cross-validation score for a specified bandwidth for GWPCA

**gwpca.cv.contrib:** Cross-validation data at each observation location for a...

**gwr.collin.diagno:** Local collinearity diagnostics for basic GWR

**gwr.cv:** Cross-validation score for a specified bandwidth for basic...

**gwr.cv.contrib:** Cross-validation data at each observation location for a...

**gwr.lcr.cv:** Cross-validation score for a specified bandwidth for GWR-LCR...

**gwr.lcr.cv.contrib:** Cross-validation data at each observation location for the...

**gwr.model.selection:** Model selection for GWR with a given set of independent...

**gwr.model.sort:** Sort the results of the GWR model selection function...

**gwr.montecarlo:** Monte Carlo (randomisation) test for significance of GWR...

**gwr.predict:** GWR used as a spatial predictor

**gwr.robust:** Robust GWR model

**gwr.write:** Write the GWR results into files

**gwss.montecarlo:** Monte Carlo (randomisation) test for gwss

**gw.weight:** Weight matrix calculation

**LondonHP:** London house price data set (SpatialPointsDataFrame)

GWmodel

GWmodel/inst

GWmodel/inst/CITATION

GWmodel/src

GWmodel/src/Makevars

GWmodel/src/GWmodel.cpp

GWmodel/src/Makevars.win

GWmodel/src/RcppExports.cpp

GWmodel/NAMESPACE

GWmodel/data

GWmodel/data/DubVoter.rda

GWmodel/data/LondonBorough.rda

GWmodel/data/LondonHP.rda

GWmodel/data/GeorgiaCounties.rda

GWmodel/data/EWHP.rda

GWmodel/data/EWOutline.rda

GWmodel/data/USelect.rda

GWmodel/data/Georgia.rda

GWmodel/data/datalist

GWmodel/R

GWmodel/R/gwr.t.adjust.r

GWmodel/R/bw.gwda.r

GWmodel/R/gw.dist.r

GWmodel/R/collinearity.r

GWmodel/R/GeneralizedGWR.r

GWmodel/R/gwr.mixed.r

GWmodel/R/bw.ggwr.r

GWmodel/R/gwpca.r

GWmodel/R/gw.weight.r

GWmodel/R/gwpca.visualization.r

GWmodel/R/gw.average.cv.contrib.R
GWmodel/R/LocalsummaryStatistics.r

GWmodel/R/gwr.hetero.r

GWmodel/R/mink.pvals.R
GWmodel/R/gwr.collin.diagno.r

GWmodel/R/gw.average.cv.R
GWmodel/R/Model.selection.r

GWmodel/R/gwr.robust.r

GWmodel/R/gwr.basic.r

GWmodel/R/RcppExports.R
GWmodel/R/bw.gwss.average.R
GWmodel/R/zzz.r

GWmodel/R/gwpca.mc.r

GWmodel/R/writeGWR.r

GWmodel/R/bw.sel.r

GWmodel/R/minkovski.approach.r

GWmodel/R/gwr.predict.r

GWmodel/R/gwda.r

GWmodel/R/MontCarlo.r

GWmodel/MD5

GWmodel/DESCRIPTION

GWmodel/man

GWmodel/man/gwpca.cv.contrib.Rd
GWmodel/man/gwr.lcr.rd

GWmodel/man/gwr.cv.Rd
GWmodel/man/DubVoter.rd

GWmodel/man/gwr.t.adjust.rd

GWmodel/man/gwpca.cv.Rd
GWmodel/man/gwr.predict.Rd
GWmodel/man/bw.ggwr.Rd
GWmodel/man/gwr.collin.diagno.Rd
GWmodel/man/gwr.robust.Rd
GWmodel/man/LondonBorough.rd

GWmodel/man/gwpca.rd

GWmodel/man/gwr.mink.matrixview.rd

GWmodel/man/bw.gwpca.rd

GWmodel/man/gwpca.glyph.plot.rd

GWmodel/man/gwr.lcr.cv.Rd
GWmodel/man/gwda.rd

GWmodel/man/gwr.montecarlo.Rd
GWmodel/man/gwss.montecarlo.Rd
GWmodel/man/Georgia.Rd
GWmodel/man/gwss.rd

GWmodel/man/gwr.model.selection.Rd
GWmodel/man/EWHP.Rd
GWmodel/man/EWOutline.rd

GWmodel/man/gwr.write.Rd
GWmodel/man/gwr.model.sort.Rd
GWmodel/man/gwr.mink.approach.rd

GWmodel/man/gw.weight.Rd
GWmodel/man/bw.gwr.Rd
GWmodel/man/ggwr.cv.Rd
GWmodel/man/bw.gwr.lcr.rd

GWmodel/man/gw.dist.Rd
GWmodel/man/gwr.cv.contrib.Rd
GWmodel/man/gwr.model.view.rd

GWmodel/man/gwpca.montecarlo.1.rd

GWmodel/man/gwr.mink.pval.rd

GWmodel/man/USelect.rd

GWmodel/man/ggwr.basic.Rd
GWmodel/man/gwr.lcr.cv.contrib.Rd
GWmodel/man/gwr.basic.rd

GWmodel/man/gwpca.montecarlo.2.rd

GWmodel/man/gwpca.check.components.rd

GWmodel/man/bw.gwda.rd

GWmodel/man/gw.pcplot.rd

GWmodel/man/bw.gwss.average.Rd
GWmodel/man/GeorgiaCounties.rd

GWmodel/man/LondonHP.Rd
GWmodel/man/gwr.hetero.rd

GWmodel/man/GWmodel-package.Rd
GWmodel/man/gwr.mixed.rd

GWmodel/man/ggwr.cv.contrib.Rd
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