Other packages > Find by keyword >

subtee  

Subgroup Treatment Effect Estimation in Clinical Trials
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("subtee", "1.0.1")



Attach the package and use:
library("subtee")
Maintained by
Nicolas Ballarini
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-12-21
Latest Update: 2024-02-01
Description:
Naive and adjusted treatment effect estimation for subgroups. Model averaging (Bornkamp et.al, 2016 ) and bagging (Rosenkranz, 2016 ) are proposed to address the problem of selection bias in treatment effect estimates for subgroups. The package can be used for all commonly encountered type of outcomes in clinical trials (continuous, binary, survival, count). Additional functions are provided to build the subgroup variables to be used and to plot the results using forest plots. For details, see Ballarini et.al. (2021) .
How to cite:
Nicolas Ballarini (2018). subtee: Subgroup Treatment Effect Estimation in Clinical Trials. R package version 1.0.1, https://cran.r-project.org/web/packages/subtee. Accessed 28 Mar. 2025.
Previous versions and publish date:
0.3-3 (2018-12-21 14:50), 0.3-4 (2019-01-07 17:40), 0.3-5 (2019-04-22 18:00), 0.3-6 (2020-09-03 09:30), 0.3-7.1 (2021-02-25 12:10), 1.0.0 (2021-10-25 18:20), 1.0.1 (2022-03-22 15:10)
Other packages that cited subtee R package
View subtee citation profile
Other R packages that subtee depends, imports, suggests or enhances
Functions, R codes and Examples using the subtee R package
Some associated functions: bagged . confint.subtee . dat . get_prca_data . modav . plot.subtee . subbuild . summary.subtee . unadj . 
Some associated R codes: bagged.R . fitMods.R . generic-funcs-subtee-add.R . generic-funcs-subtee.R . get_prca_data.R . input-checking.R . mixNorm.R . modav.R . plot-funcs.R . subbuild.R .  Full subtee package functions and examples
Downloads during the last 30 days
02/2602/2703/0103/0303/0403/0503/0703/0803/1003/1103/1303/1503/1803/1903/2003/2103/2203/2303/24Downloads for subtee24681012141618TrendBars

Today's Hot Picks in Authors and Packages

transfR  
Transfer of Hydrograph from Gauged to Ungauged Catchments
A geomorphology-based hydrological modelling for transferring streamflow measurements from gauged to ...
Download / Learn more Package Citations See dependency  
FuzzyResampling  
Resampling Methods for Triangular and Trapezoidal Fuzzy Numbers
The classical (i.e. Efron's, see Efron and Tibshirani (1994, ISBN:978-0412042317) "An Introduction ...
Download / Learn more Package Citations See dependency  
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  
pleiotest  
Fast Sequential Pleiotropy Test
It performs a fast multi-trait genome-wide association analysis based on seemingly unrelated regress ...
Download / Learn more Package Citations See dependency  
hts  
Hierarchical and Grouped Time Series
Provides methods for analysing and forecasting hierarchical and grouped time series. The available ...
Download / Learn more Package Citations See dependency  
rsvd  
Randomized Singular Value Decomposition
Low-rank matrix decompositions are fundamental tools and widely used for data analysis, dimension r ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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