Other packages > Find by keyword >

TrialEmulation  

Causal Analysis of Observational Time-to-Event Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("TrialEmulation", "0.0.4.0")



Attach the package and use:
library("TrialEmulation")
Maintained by
Isaac Gravestock
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-08-25
Latest Update: 2024-01-24
Description:
Implements target trial emulation methods to apply randomized clinical trial design and analysis in an observational setting. Using marginal structural models, it can estimate intention-to-treat and per-protocol effects in emulated trials using electronic health records. A description and application of the method can be found in Danaei et al (2013) <doi:10.1177/0962280211403603>.
How to cite:
Isaac Gravestock (2023). TrialEmulation: Causal Analysis of Observational Time-to-Event Data. R package version 0.0.4.0, https://cran.r-project.org/web/packages/TrialEmulation. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.0.3.2 (2023-08-25 09:40), 0.0.3.8 (2024-01-24 14:53), 0.0.3.9 (2024-09-09 14:10)
Other packages that cited TrialEmulation R package
View TrialEmulation citation profile
Other R packages that TrialEmulation depends, imports, suggests or enhances
Complete documentation for TrialEmulation
Functions, R codes and Examples using the TrialEmulation R package
Full TrialEmulation package functions and examples
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

composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
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  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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