Other packages > Find by keyword >

mgwnbr  

Multiscale Geographically Weighted Negative Binomial Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mgwnbr", "0.2.0")



Attach the package and use:
library("mgwnbr")
Maintained by
Juliana Rosa
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-02-23
Latest Update: 2024-02-23
Description:
Fits a geographically weighted regression model with different scales for each covariate. Uses the negative binomial distribution as default, but also accepts the normal, Poisson, or logistic distributions. Can fit the global versions of each regression and also the geographically weighted alternatives with only one scale, since they are all particular cases of the multiscale approach. Hanchen Yu (2024). "Exploring Multiscale Geographically Weighted Negative Binomial Regression", Annals of the American Association of Geographers . Fotheringham AS, Yang W, Kang W (2017). "Multiscale Geographically Weighted Regression (MGWR)", Annals of the American Association of Geographers . Da Silva AR, Rodrigues TCV (2014). "Geographically Weighted Negative Binomial Regression - incorporating overdispersion", Statistics and Computing .
How to cite:
Juliana Rosa (2024). mgwnbr: Multiscale Geographically Weighted Negative Binomial Regression. R package version 0.2.0, https://cran.r-project.org/web/packages/mgwnbr. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.0 (2024-02-23 20:30)
Other packages that cited mgwnbr R package
View mgwnbr citation profile
Other R packages that mgwnbr depends, imports, suggests or enhances
Complete documentation for mgwnbr
Functions, R codes and Examples using the mgwnbr R package
Full mgwnbr package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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