Learn R Programming

gwer (version 3.0)

Geographically Weighted Elliptical Regression

Description

Computes a elliptical regression model or a geographically weighted regression model with elliptical errors using Fisher's score algorithm. Provides diagnostic measures, residuals and analysis of variance. Cysneiros, F. J. A., Paula, G. A., and Galea, M. (2007) .

Copy Link

Version

Install

install.packages('gwer')

Monthly Downloads

46

Version

3.0

License

GPL (>= 2)

Maintainer

Yuri Araujo

Last Published

April 28th, 2021

Functions in gwer (3.0)

elliptical.envelope

Simulated Envelope of Residuals for Elliptical Regression Models
gwer.diag

Diagnostic Measures for Geographically Weighted Elliptical Regression Models
anova.elliptical

Analysis of Deviance for Elliptical Regression Models
gwer.diag.plots

Diagnostic Plots for Geographically Weighted Elliptical Regression Models
gwer.multiscale.diag.plots

Diagnostic Plots for Multiscale Geographically Weighted Elliptical Regression Models
elliptical

Fitting Elliptical Regression Models
elliptical.diag.plots

Diagnostic Plots for Elliptical Regression Models
elliptical.diag

Diagnostic Measures for Elliptical Regression Models
bw.gwer

Optimization of Bandwidth for Geographically Weighted Elliptical Regression Model
family.elliptical

Family Objects for Elliptical Models
luzdat

Brightness of Snacks Dataset
gwer.montecarlo

Monte Carlo (randomisation) Test for Significance of GWER Parameter Variability
gwer

Geographically Weighted Elliptical Regression
gwer.envelope

Simulated Envelope of Residuals for Geographically Weighted Elliptical Regression Models
summary.gwer

Summarizing Geographically Weighted Elliptical Regression Model Fits.
summary.elliptical

Summarizing Elliptical Model Fits.
gwer.multiscale.diag

Diagnostic for Geographically Weighted Elliptical Regression Models
residuals.elliptical

Extract Residuals for Elliptical Regression Model Fits
gwer.multiscale

Multiscale Geographically Weighted Elliptical Regression
residuals.gwer

Extract Residuals for Geographically Weighted Elliptical Regression Model Fits