GWmodelVis-package

GWmodelVis

In 'GWmodelVis', we developed visualization tools for a branch of spatial statistics
termed geographically weighted (GW) models, including functions to calibrate:
GW summary statistics, GW principal components analysis, GW discriminant analysis,
and various forms of GW regression (provided in basic and robust forms).
Sonification techniques are adopted to embed result visualization from GW models.
To enable video rendering, users must install 'FFmpeg' (<a href="https://ffmpeg.org/download.html">https://ffmpeg.org/download.html</a>).

package

The increasing popularity of geographically weighted (GW) techniques has resulted in the development of several R packages, such as 'GWmodel'. To facilitate their usages, 'GWmodelVis' provides a 'shiny'-based interactive visualization toolkit for geographically weighted (GW) models.
It includes a number of visualization tools, including dynamic mapping of parameter surfaces, statistical visualization, sonification and exporting  videos via 'FFmpeg'.

Binbin Lu

Visualization Tools for Geographically Weighted Models

Huimei Wang

GWmodelVis-package function

Binbin Lu, Huimei Wang
Maintainer: Binbin Lu &lt;binbinlu@whu.edu.cn&gt;

Author

In 'GWmodelVis', we developed visualization tools for a branch of spatial statistics
termed geographically weighted (GW) models, including functions to calibrate:
GW summary statistics, GW principal components analysis, GW discriminant analysis,
and various forms of GW regression (provided in basic and robust forms).
Sonification techniques are adopted to embed result visualization from GW models.
To enable video rendering, users must install 'FFmpeg' (<a href='https://ffmpeg.org/download.html'>https://ffmpeg.org/download.html</a>).

Package:	GWmodelVis
Type:	Package
Version:	1.0-1
Date:	2025-05-01
License:	GPL (>=2)
LazyLoad:	yes

GWmodelVis-package: Visualization Tools for Geographically Weighted Models

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References