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htetree  

Causal Inference with Tree-Based Machine Learning Algorithms
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("htetree", "0.1.19")



Attach the package and use:
library("htetree")
Maintained by
Jiahui Xu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-21
Latest Update: 2023-11-29
Description:
Estimating heterogeneous treatment effects with tree-based machine learning algorithms and visualizing estimated results in flexible and presentation-ready ways. For more information, see Brand, Xu, Koch, and Geraldo (2021) . Our current package first started as a fork of the 'causalTree' package on 'GitHub' and we greatly appreciate the authors for their extremely useful and free package.
How to cite:
Jiahui Xu (2023). htetree: Causal Inference with Tree-Based Machine Learning Algorithms. R package version 0.1.19, https://cran.r-project.org/web/packages/htetree. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.13 (2023-03-21 20:40), 0.1.14 (2023-03-22 17:50), 0.1.16 (2023-04-25 23:50), 0.1.17 (2023-08-12 07:00), 0.1.18 (2023-11-29 19:50)
Other packages that cited htetree R package
View htetree citation profile
Other R packages that htetree depends, imports, suggests or enhances
Complete documentation for htetree
Functions, R codes and Examples using the htetree R package
Some associated functions: bundScript . causalForest . causalTree.branch . causalTree.control . causalTree.matrix . causalTree . causalTreecallback . causalTreeco . clearTemp . est.causalTree . estimate.causalTree . formatg . getDefaultPath . getDensities . honest.causalTree . honest.est.causalTree . honest.est.rparttree . honest.rparttree . hte_causalTree . hte_forest . hte_ipw . hte_match . hte_plot . hte_plot_line . htetree.anova . importance . makeplots . matchinleaves . model.frame.causalTree . na.causalTree . plotOutcomes . runDynamic . saveBCSS . saveFiles . saveGCSS . saveInd . saveServ . saveUI . simulation.1 . 
Some associated R codes: bundScript.R . causalForest.R . causalTee.control.R . causalTree.R . causalTree.anova.R . causalTree.branch.R . causalTree.matrix.R . causalTreecallback.R . causalTreeco.R . clearTemp.R . data.R . est.causalTree.R . estimate.causalTree.R . formatg.R . getDefaultPath.R . getDensities.R . globals.R . honest.causalTree.R . honest.est.causalTree.R . honest.est.rparttree.R . honest.rparttree.R . hte_causalTree.R . hte_forest.R . hte_ipw.R . hte_match.R . hte_plot.R . hte_plot_line.R . importance.R . makeplots.R . matchinleaves.R . model.frame.causalTree.R . na.causalTree.R . plotOutcomes.R . runDynamic.R . saveBCSS.R . saveFiles.R . saveGCSS.R . saveInd.R . saveServ.R . saveUI.R .  Full htetree package functions and examples
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Maintainer: Qi Qin (view profile)

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