Other packages > Find by keyword >

model4you  

Stratified and Personalised Models Based on Model-Based Trees and Forests
View on CRAN: Click here


Download and install model4you package within the R console
Install from CRAN:
install.packages("model4you")

Install from Github:
library("remotes")
install_github("cran/model4you")

Install by package version:
library("remotes")
install_version("model4you", "0.9-7")



Attach the package and use:
library("model4you")
Maintained by
Heidi Seibold
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-16
Latest Update: 2021-01-20
Description:
Model-based trees for subgroup analyses in clinical trials and model-based forests for the estimation and prediction of personalised treatment effects (personalised models). Currently partitioning of linear models, lm(), generalised linear models, glm(), and Weibull models, survreg(), is supported. Advanced plotting functionality is supported for the trees and a test for parameter heterogeneity is provided for the personalised models. For details on model-based trees for subgroup analyses see Seibold, Zeileis and Hothorn (2016) ; for details on model-based forests for estimation of individual treatment effects see Seibold, Zeileis and Hothorn (2017) .
How to cite:
Heidi Seibold (2018). model4you: Stratified and Personalised Models Based on Model-Based Trees and Forests. R package version 0.9-7, https://cran.r-project.org/web/packages/model4you
Previous versions and publish date:
0.9-0 (2018-01-16 16:24), 0.9-1 (2018-02-08 09:38), 0.9-2 (2018-06-15 11:19), 0.9-3 (2018-11-12 17:40), 0.9-5 (2020-02-19 10:20), 0.9-6 (2020-11-25 13:10)
Other packages that cited model4you R package
View model4you citation profile
Other R packages that model4you depends, imports, suggests or enhances
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
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  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns