Other packages > Find by keyword >

htree  

Historical Tree Ensembles for Longitudinal Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("htree", "2.0.0")



Attach the package and use:
library("htree")
Maintained by
Joe Sexton
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-26
Latest Update:
Description:
Historical regression trees are an extension of standard trees, producing a non-parametric estimate of how the response depends on all of its prior realizations as well as that of any time-varying predictor variables. The method applies equally to regularly as well as irregularly sampled data. The package implements random forest and boosting ensembles based on historical regression trees, suitable for longitudinal data. Standard error estimation and Z-score variable importance is also implemented.
How to cite:
Joe Sexton (2017). htree: Historical Tree Ensembles for Longitudinal Data. R package version 2.0.0, https://cran.r-project.org/web/packages/htree. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.1 (2017-04-26 07:47), 1.0.0 (2018-04-14 22:34), 2.0.0 (2018-07-13 17:00)
Other packages that cited htree R package
View htree citation profile
Other R packages that htree depends, imports, suggests or enhances
Functions, R codes and Examples using the htree R package
Some associated functions: cd4 . hrf . htb . misc . mscm . partdep_hrf . predict_hrf . varimp_hrf . 
Some associated R codes: basic.R . hrf.R . htb.R . zzz.R .  Full htree package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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