R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
MARSGWR
View on CRAN: Click
here
Download and install MARSGWR package within the R console
Install from CRAN:
install.packages("MARSGWR")
Install from Github:
library("remotes")
install_github("cran/MARSGWR")
Install by package version:
library("remotes")
install_version("MARSGWR", "0.1.0")
Attach the package and use:
library("MARSGWR")
Maintained by
Nobin Chandra Paul
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.MARSGWR . MARSGWR results . MARSGWR.pdf . MARSGWR_0.1.0.tar.gz . MARSGWR_0.1.0.zip . MARSGWR_0.1.0.zip . MARSGWR_0.1.0.zip . MARSGWR_0.1.0.tgz . MARSGWR_0.1.0.tgz . MARSGWR_0.1.0.tgz . MARSGWR_0.1.0.tgz . MARSGWR_0.1.0.tgz . MARSGWR_0.1.0.tgz . https://CRAN.R-project.org/package=MARSGWR .
First Published: 2023-05-09
Latest Update: 2023-05-09
Description:
It is a hybrid spatial model that combines the strength of two widely used regression models, MARS (Multivariate Adaptive Regression Splines) and
GWR (Geographically Weighted Regression) to provide an effective approach for predicting a response variable at unknown locations. The MARS model
is used in the first step of the development of a hybrid model to identify the most important predictor variables that assist in predicting the response
variable. For method details see, Friedman, J.H. (1991). .The GWR model is then used to predict the response variable at
testing locations based on these selected variables that account for spatial variations in the relationships between the variables. This hybrid model
can improve the accuracy of the predictions compared to using an individual model alone.This developed hybrid spatial model can be useful particularly in
cases where the relationship between the response variable and predictor variables is complex and non-linear, and varies across locations.
How to cite:
Nobin Chandra Paul (2023). MARSGWR: A Hybrid Spatial Model for Capturing Spatially Varying Relationships Between Variables in the Data. R package version 0.1.0, https://cran.r-project.org/web/packages/MARSGWR. Accessed 17 Feb. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited MARSGWR R package
View MARSGWR citation profile
Other R packages that MARSGWR depends,
imports, suggests or enhances
Complete documentation for MARSGWR
Functions, R codes and Examples using
the MARSGWR R package
Full MARSGWR 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
RecordTest
Statistical tools based on the probabilistic properties of the
record occurrence in a sequence of i ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jorge Castillo-Mateo (view profile)
mcmcse
Provides tools for computing Monte Carlo standard
errors (MCSE) in Markov chain Monte Carlo (MCMC) ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dootika Vats (view profile)
vrtest
Acollection of statistical tests for martingale difference hypothesis, including automatic portmante ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jae H. Kim (view profile)
officedown
Allows production of 'Microsoft' corporate documents from 'R Markdown' by
reusing formatting define ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Gohel (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
23,712
R Packages
205,795
Dependencies
64,332
Author Associations
23,631
Publication Badges
![happy holidays](/assets/christmaslogo2.png)