Other packages > Find by keyword >

Irescale  

Calculate and Rectify Moran's I
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Irescale", "2.3.0")



Attach the package and use:
library("Irescale")
Maintained by
Ivan Fuentes
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-12
Latest Update: 2019-11-21
Description:
Provides a scaling method to obtain a standardized Moran's I measure. Moran's I is a measure for the spatial autocorrelation of a data set, it gives a measure of similarity between data and its surrounding. The range of this value must be [-1,1], but this does not happen in practice. This package scale the Moran's I value and map it into the theoretical range of [-1,1]. Once the Moran's I value is rescaled, it facilitates the comparison between projects, for instance, a researcher can calculate Moran's I in a city in China, with a sample size of n1 and area of interest a1. Another researcher runs a similar experiment in a city in Mexico with different sample size, n2, and an area of interest a2. Due to the differences between the conditions, it is not possible to compare Moran's I in a straightforward way. In this version of the package, the spatial autocorrelation Moran's I is calculated as proposed in Chen(2013) .
How to cite:
Ivan Fuentes (2019). Irescale: Calculate and Rectify Moran's I. R package version 2.3.0, https://cran.r-project.org/web/packages/Irescale. Accessed 07 Nov. 2024.
Previous versions and publish date:
0.1.4 (2019-04-12 09:53), 0.2.6 (2019-04-15 23:22)
Other packages that cited Irescale R package
View Irescale citation profile
Other R packages that Irescale depends, imports, suggests or enhances
Complete documentation for Irescale
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

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  
bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
Download / Learn more Package Citations See dependency  
con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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