Other packages > Find by keyword >

gwrf  

Geographically Weighted Random Forests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gwrf", "0.1.1")



Attach the package and use:
library("gwrf")
Maintained by
Erich Seamon
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-08-24
Latest Update: 2026-08-24
Description:
Fits geographically weighted random forest models using spatially localized training neighborhoods and 'ranger' as the random forest engine. Supports fixed-distance and adaptive neighborhoods defined by observation rows or unique spatial locations, including repeated observations at the same location. Provides local predictions and permutation-based variable importance for examining spatial variation in predictive relationships. The geographical random forest approach is described by Georganos et al. (2021) <doi:10.1080/10106049.2019.1595177>, and the 'ranger' engine by Wright and Ziegler (2017) <doi:10.18637/jss.v077.i01>.
How to cite:
Erich Seamon (2026). gwrf: Geographically Weighted Random Forests. R package version 0.1.1, https://cran.r-project.org/web/packages/gwrf. Accessed 10 Nov. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited gwrf R package
View gwrf citation profile
Other R packages that gwrf depends, imports, suggests or enhances
Complete documentation for gwrf
Functions, R codes and Examples using the gwrf R package
Full gwrf package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

OBIC  
Calculate the Open Bodem Index (OBI) Score
The Open Bodem Index (OBI) is a method to evaluate the quality of soils of agricultural fields in Th ...
Download / Learn more Package Citations See dependency  
MazamaSpatialUtils  
Spatial Data Download and Utility Functions
A suite of conversion functions to create internally standardized spatial polygons data frames. Uti ...
Download / Learn more Package Citations See dependency  
CNLTtsa  
Complex-Valued Wavelet Lifting for Univariate and Bivariate Time Series Analysis
Implementations of recent complex-valued wavelet spectral procedures for analysis of irregularly sam ...
Download / Learn more Package Citations See dependency  
rbooster  
AdaBoost Framework for Any Classifier
This is a simple package which provides a function that boosts pre-ready or custom-made classifiers ...
Download / Learn more Package Citations See dependency  
cosinor2  
Extended Tools for Cosinor Analysis of Rhythms
Statistical procedures for calculating population ...
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  

29,369

R Packages

247,686

Dependencies

77,665

Author Associations

29,370

Publication Badges

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