Other packages > Find by keyword >

twoStageDesignTMLE  

Targeted Maximum Likelihood Estimation for Two-Stage Study Design
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("twoStageDesignTMLE", "1.0.1.2")



Attach the package and use:
library("twoStageDesignTMLE")
Maintained by
Susan Gruber
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-05
Latest Update: 2025-02-05
Description:
An inverse probability of censoring weighted (IPCW) targeted maximum likelihood estimator (TMLE) for evaluating a marginal point treatment effect from data where some variables were collected on only a subset of participants using a two-stage design (or marginal mean outcome for a single arm study). A TMLE for conditional parameters defined by a marginal structural model (MSM) is also available.
How to cite:
Susan Gruber (2024). twoStageDesignTMLE: Targeted Maximum Likelihood Estimation for Two-Stage Study Design. R package version 1.0.1.2, https://cran.r-project.org/web/packages/twoStageDesignTMLE. Accessed 29 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:15), 1.0 (2024-09-05 19:20)
Other packages that cited twoStageDesignTMLE R package
View twoStageDesignTMLE citation profile
Other R packages that twoStageDesignTMLE depends, imports, suggests or enhances
Complete documentation for twoStageDesignTMLE
Functions, R codes and Examples using the twoStageDesignTMLE R package
Full twoStageDesignTMLE package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
RadData  
Nuclear Decay Data for Dosimetric Calculations - ICRP 107
Nuclear Decay Data for Dosimetric Calculations from the International Commission on Radiological Pr ...
Download / Learn more Package Citations See dependency  
peRspective  
Interface to the "Perspective" API
Interface to the 'Perspective' API, which can be found at the following URL: ...
Download / Learn more Package Citations See dependency  
DMwR2  
Functions and Data for the Second Edition of "Data Mining with R"
Functions and data accompanying the second edition of the book "Data Mining with R, learning with c ...
Download / Learn more Package Citations See dependency  
rbacon  
Age-Depth Modelling using Bayesian Statistics
An approach to age-depth modelling that uses Bayesian statistics to reconstruct accumulation histori ...
Download / Learn more Package Citations See dependency  
rebus.datetimes  
Date and Time Extensions for the 'rebus' Package
Build regular expressions piece by piece using human readable code. This package contains date and ...
Download / Learn more Package Citations See dependency  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

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