Other packages > Find by keyword >

HTT  

Hypothesis Testing Tree
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("HTT", "0.1.2")



Attach the package and use:
library("HTT")
Maintained by
Jiaqi Hu
[Scholar Profile | Author Map]
First Published: 2022-12-01
Latest Update: 2023-03-12
Description:
A novel decision tree algorithm in the hypothesis testing framework. The algorithm examines the distribution difference between two child nodes over all possible binary partitions. The test statistic of the hypothesis testing is equivalent to the generalized energy distance, which enables the algorithm to be more powerful in detecting the complex structure, not only the mean difference. It is applicable for numeric, nominal, ordinal explanatory variables and the response in general metric space of strong negative type. The algorithm has superior performance compared to other tree models in type I error, power, prediction accuracy, and complexity.
How to cite:
Jiaqi Hu (2022). HTT: Hypothesis Testing Tree. R package version 0.1.2, https://cran.r-project.org/web/packages/HTT. Accessed 01 May. 2025.
Previous versions and publish date:
0.1.0 (2022-12-01 09:00), 0.1.1 (2022-12-09 12:02)
Other packages that cited HTT R package
View HTT citation profile
Other R packages that HTT depends, imports, suggests or enhances
Complete documentation for HTT
Functions, R codes and Examples using the HTT R package
Some associated functions: ENB . HTT . httject . htt_control . plot.htt . predict.htt . print.htt . printsplit . 
Some associated R codes: HTT.R . RcppExports.R . convenient.R . htt_control.R . plot.R . predict.R . print.R . printsplit.R .  Full HTT package functions and examples
Downloads during the last 30 days
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/30Downloads for HTT02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
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  
dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  
geofabrik  
Downloading Open Street Map Data
Download OpenStreetMap data from geofabrik servers httpsdownload.geofabrik.de. This approach usesonl ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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