Other packages > Find by keyword >

debiasedTrialEmulation  

Pipeline for Debiased Target Trial Emulation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("debiasedTrialEmulation", "0.1.0")



Attach the package and use:
library("debiasedTrialEmulation")
Maintained by
Bingyu Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-05-23
Latest Update: 2025-05-23
Description:
Supports propensity score-based methods—including matching, stratification, and weighting—for estimating causal treatment effects. It also implements calibration using negative control outcomes to enhance robustness. 'debiasedTrialEmulation' facilitates effect estimation for both binary and time-to-event outcomes, supporting risk ratio (RR), odds ratio (OR), and hazard ratio (HR) as effect measures. It integrates statistical modeling and visualization tools to assess covariate balance, equipoise, and bias calibration. Additional methods—including approaches to address immortal time bias, information bias, selection bias, and informative censoring—are under development. Users interested in these extended features are encouraged to contact the package authors.
How to cite:
Bingyu Zhang (2025). debiasedTrialEmulation: Pipeline for Debiased Target Trial Emulation. R package version 0.1.0, https://cran.r-project.org/web/packages/debiasedTrialEmulation. Accessed 28 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:31), 0.1.0 (2025-05-23 20:22)
Other packages that cited debiasedTrialEmulation R package
View debiasedTrialEmulation citation profile
Other R packages that debiasedTrialEmulation depends, imports, suggests or enhances
Complete documentation for debiasedTrialEmulation
Functions, R codes and Examples using the debiasedTrialEmulation R package
Full debiasedTrialEmulation package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

textmineR  
Functions for Text Mining and Topic Modeling
An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides ...
Download / Learn more Package Citations See dependency  
daqapo  
Data Quality Assessment for Process-Oriented Data
Provides a variety of methods to identify data quality issues in process-oriented data, which are us ...
Download / Learn more Package Citations See dependency  
NPBayesImputeCat  
Non-Parametric Bayesian Multiple Imputation for Categorical Data
These routines create multiple imputations of missing at random categorical data, and create multipl ...
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  
ExplodeLayout  
Calculate Exploded Coordinates Based on Original Node Coordinates and Node Clustering Membership
Current layout algorithms such as Kamada Kawai do not take into consideration disjoint clusters in a ...
Download / Learn more Package Citations See dependency  
openintro  
Datasets and Supplemental Functions from 'OpenIntro' Textbooks and Labs
Supplemental functions and data for 'OpenIntro' resources, which includes open-source textbooks 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