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autocart  

Autocorrelation Regression Trees
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("autocart", "1.4.5")



Attach the package and use:
library("autocart")
Maintained by
Ethan Ancell
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-17
Latest Update: 2021-05-27
Description:
A modified version of the classification and regression tree (CART) algorithm for modelling spatial data that features coordinate information. Coordinate information can be used to evaluate measures of spatial autocorrelation and spatial compactness during the splitting phase of the tree, leading to better predictions and more physically realistic predictions on these types of datasets. These methods are described in Ancell and Bean (2021) .
How to cite:
Ethan Ancell (2021). autocart: Autocorrelation Regression Trees. R package version 1.4.5, https://cran.r-project.org/web/packages/autocart. Accessed 06 Nov. 2024.
Previous versions and publish date:
1.4.4 (2021-05-17 09:30), 1.4.5 (2021-05-27 12:50)
Other packages that cited autocart R package
View autocart citation profile
Other R packages that autocart depends, imports, suggests or enhances
Functions, R codes and Examples using the autocart R package
Some associated functions: autocart . autocartControl . autoforest . autotune . predictAutocart . predictAutoforest . rmae . spatialNodes . 
Some associated R codes: RcppExports.R . autocart-package.R . autocart.R . autoforest.R . spatialNodes.R .  Full autocart package functions and examples
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