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]
All associated links for this package
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 27 Aug. 2026.
Previous versions and publish date:
0.1.0 (2022-12-01 09:00), 0.1.1 (2022-12-09 12:02), (2026-07-09 08:06)
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

Today's Hot Picks in Authors and Packages

Bodi  
Boosting Diversity in Regression Ensembles
A gradient boosting-based algorithm by incorporating a diversity term to guide the gradient boosting ...
Download / Learn more Package Citations See dependency  
risksetROC  
Riskset ROC Curve Estimation from Censored Survival Data
Compute time-dependent Incident/dynamic accuracy measures (ROC curve, AUC, integrated AUC )from cen ...
Download / Learn more Package Citations See dependency  
lmmpar  
Parallel Linear Mixed Model
Embarrassingly Parallel Linear Mixed Model calculations spread across local cores which repeat until ...
Download / Learn more Package Citations See dependency  
robustX  
'eXtra' / 'eXperimental' Functionality for Robust Statistics
Robustness -- 'eXperimental', 'eXtraneous', or 'eXtraordinary' Functionality for Robust Statistics. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ROI.plugin.qpoases  
'qpOASES' Plugin for the 'R' Optimization Infrastructure
Enhances the 'R' Optimization Infrastructure ('ROI') package with the quadratic solver 'qpOASES'. M ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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