Other packages > Find by keyword >

etree  

Classification and Regression with Structured and Mixed-Type Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("etree", "0.1.0")



Attach the package and use:
library("etree")
Maintained by
Riccardo Giubilei
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-07-16
Latest Update: 2022-07-16
Description:
Implementation of Energy Trees, a statistical model to perform classification and regression with structured and mixed-type data. The model has a similar structure to Conditional Trees, but brings in Energy Statistics to test independence between variables that are possibly structured and of different nature. Currently, the package covers functions and graphs as structured covariates. It builds upon 'partykit' to provide functionalities for fitting, printing, plotting, and predicting with Energy Trees. Energy Trees are described in Giubilei et al. (2022) .
How to cite:
Riccardo Giubilei (2022). etree: Classification and Regression with Structured and Mixed-Type Data. R package version 0.1.0, https://cran.r-project.org/web/packages/etree. Accessed 29 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited etree R package
View etree citation profile
Other R packages that etree depends, imports, suggests or enhances
Complete documentation for etree
Functions, R codes and Examples using the etree R package
Some associated functions: data_cls . data_reg . dist_comp . eforest . etree-methods . etree-package . etree-size . etree . nodeapply . nodeids . plot.etree . predict.eforest . predict.etree . 
Some associated R codes: data_cls.R . data_reg.R . distances.R . eforest.R . etree-methods.R . etree-package.R . etree.R . graphs.R . growtree.R . indeptests.R . nodes.R . partykit_misc.R . plot.R . predict.R . size.R . splits.R .  Full etree package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
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  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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