Other packages > Find by keyword >

GPLTR  

Generalized Partially Linear Tree-Based Regression Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GPLTR", "1.5")



Attach the package and use:
library("GPLTR")
Maintained by
Cyprien Mbogning
[Scholar Profile | Author Map]
First Published: 2014-04-23
Latest Update: 2023-08-26
Description:
Combining a generalized linear model with an additional tree part on the same scale. A four-step procedure is proposed to fit the model and test the joint effect of the selected tree part while adjusting on confounding factors. We also proposed an ensemble procedure based on the bagging to improve prediction accuracy and computed several scores of importance for variable selection. See 'Cyprien Mbogning et al.'(2014) and 'Cyprien Mbogning et al.'(2015) for an overview of all the methods implemented in this package.
How to cite:
Cyprien Mbogning (2014). GPLTR: Generalized Partially Linear Tree-Based Regression Model. R package version 1.5, https://cran.r-project.org/web/packages/GPLTR. Accessed 13 Apr. 2025.
Previous versions and publish date:
0.85 (2014-04-23 06:54), 0.95 (2014-05-27 17:21), 1.1 (2014-12-19 19:53), 1.2 (2015-06-18 18:00), 1.3 (2022-04-10 00:32), 1.4 (2023-08-26 19:50)
Other packages that cited GPLTR R package
View GPLTR citation profile
Other R packages that GPLTR depends, imports, suggests or enhances
Complete documentation for GPLTR
Downloads during the last 30 days
03/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1104/12Downloads for GPLTR05101520253035TrendBars

Today's Hot Picks in Authors and Packages

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  
MLeval  
Machine Learning Model Evaluation
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency  
SPOTMisc  
Misc Extensions for the "SPOT" Package
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides ...
Download / Learn more Package Citations See dependency  
LDABiplots  
Biplot Graphical Interface for LDA Models
Contains the development of a tool that provides a web-based graphical user interface (GUI) to perf ...
Download / Learn more Package Citations See dependency  
ggprism  
A 'ggplot2' Extension Inspired by 'GraphPad Prism'
Provides various themes, palettes, and other functions that are used to customise ggplots to look l ...
Download / Learn more Package Citations See dependency  
COMPoissonReg  
Conway-Maxwell Poisson (COM-Poisson) Regression
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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