Other packages > Find by keyword >

geocomplexity  

Mitigating Spatial Bias Through Geographical Complexity
View on CRAN: Click here


Download and install geocomplexity package within the R console
Install from CRAN:
install.packages("geocomplexity")

Install from Github:
library("remotes")
install_github("cran/geocomplexity")

Install by package version:
library("remotes")
install_version("geocomplexity", "0.3.0")



Attach the package and use:
library("geocomplexity")
Maintained by
Wenbo Lv
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-24
Latest Update: 2024-11-11
Description:
The geographical complexity of individual variables can be characterized by the differences in local attribute variables, while the common geographical complexity of multiple variables can be represented by fluctuations in the similarity of vectors composed of multiple variables. In spatial regression tasks, the goodness of fit can be improved by incorporating a geographical complexity representation vector during modeling, using a geographical complexity-weighted spatial weight matrix, or employing local geographical complexity kernel density. Similarly, in spatial sampling tasks, samples can be selected more effectively by using a method that weights based on geographical complexity. By optimizing performance in spatial regression and spatial sampling tasks, the spatial bias of the model can be effectively reduced.
How to cite:
Wenbo Lv (2024). geocomplexity: Mitigating Spatial Bias Through Geographical Complexity. R package version 0.3.0, https://cran.r-project.org/web/packages/geocomplexity. Accessed 03 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:42), 0.1.0 (2024-09-24 21:10), 0.2.0 (2024-10-03 10:00), 0.2.1 (2024-11-11 12:30)
Other packages that cited geocomplexity R package
View geocomplexity citation profile
Other R packages that geocomplexity depends, imports, suggests or enhances
Complete documentation for geocomplexity
Functions, R codes and Examples using the geocomplexity R package
Full geocomplexity package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

cccrm  
Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures
Estimates the Concordance Correlation Coefficient to assess agreement. The scenarios considered are ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
mxmmod  
Measurement Model of Derivatives in 'OpenMx'
Provides a convenient interface in 'OpenMx' for building Estabrook's (2015) ...
Download / Learn more Package Citations See dependency  
WA  
While-Alive Loss Rate for Recurrent Event in the Presence of Death
Contains inferential and graphical routines for multi-group analysis of while-alive loss (or event) ...
Download / Learn more Package Citations See dependency  
Maintainer: Lu Mao (view profile)
sudokuAlt  
Tools for Making and Spoiling Sudoku Games
Tools for making, retrieving, displaying and solving sudoku games. This package is an alternative to ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,834

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA