Function reference • GWmodel3

GWmodel3 GWmodel3-package: GWmodel3: Modelling Spatial Data with Geographically Weighted Models

GW regression models

Basic GWR

gwr_basic() step(<gwrm>) plot(<gwrm>) coef(<gwrm>) fitted(<gwrm>) residuals(<gwrm>) predict(<gwrm>): Calibrate a basic GWR model

Multiscale GWR

gwr_multiscale() plot(<gwrmultiscalem>) coef(<gwrmultiscalem>) fitted(<gwrmultiscalem>) residuals(<gwrmultiscalem>): Multiscale GWR

MGWRConfig-class MGWRConfig: An S4 class to set Multiscale GWR configurations

rep(<MGWRConfig>) rep.int(<MGWRConfig>,<numeric>): Replicate MGWR config

mgwr_config(): Create an instance of MGWRConfig

Density GWR

gwdr() plot(<gwdrm>) step(<gwdrm>) coef(<gwdrm>) fitted(<gwdrm>) residuals(<gwdrm>): Geographically Weighted Density Regression (GWDR)

gwdr_config(): Create an instance of GWDRConfig.

GWDRConfig-class GWDRConfig: An S4 class to set GWDR configurations

rep(<GWDRConfig>) rep.int(<GWDRConfig>,<numeric>): Replicate GWDR config

Utils

print_table_md(): Print a character matrix as a table.

print(<gwdrm>) print(<gwrm>) print(<gwrmultiscalem>): Print description of a gwdrm object

Data

DubVoter: Voter turnout data in Greater Dublin (sf)

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

EWOutline: Outline of England and Wales for data EWHP

GeorgiaCensus: Georgia census data set (csv file)

GeorgiaCounties: Georgia counties data (sf)

LondonBorough: London boroughs data

LondonHP: London house price data set (sf)

USelect2004: Results of the 2004 US presidential election at the county level (sf)