Other packages > Find by keyword >

gfoRmula  

Parametric G-Formula
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gfoRmula", "1.1.1")



Attach the package and use:
library("gfoRmula")
Maintained by
Sean McGrath
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-25
Latest Update: 2025-03-24
Description:
Implements the parametric g-formula algorithm of Robins (1986) . The g-formula can be used to estimate the causal effects of hypothetical time-varying treatment interventions on the mean or risk of an outcome from longitudinal data with time-varying confounding. This package allows: 1) binary or continuous/multi-level time-varying treatments; 2) different types of outcomes (survival or continuous/binary end of follow-up); 3) data with competing events or truncation by death and loss to follow-up and other types of censoring events; 4) different options for handling competing events in the case of survival outcomes; 5) a random measurement/visit process; 6) joint interventions on multiple treatments; and 7) general incorporation of a priori knowledge of the data structure.
How to cite:
Sean McGrath (2019). gfoRmula: Parametric G-Formula. R package version 1.1.1, https://cran.r-project.org/web/packages/gfoRmula. Accessed 12 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:42), 0.2.1 (2019-08-25 09:30), 0.3.0 (2020-01-30 07:10), 0.3.1 (2020-03-23 18:20), 0.3.2 (2021-07-13 08:30), 1.0.0 (2022-04-09 22:02), 1.0.1 (2023-01-12 00:40), 1.0.2 (2023-02-27 22:42), 1.0.3 (2023-05-18 19:20), 1.0.4 (2024-01-30 20:50), 1.1.0 (2024-10-01 08:50)
Other packages that cited gfoRmula R package
View gfoRmula citation profile
Other R packages that gfoRmula depends, imports, suggests or enhances
Complete documentation for gfoRmula
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ipdw  
Spatial Interpolation by Inverse Path Distance Weighting
Functions are provided to interpolate geo-referenced point data via Inverse Path Distance Weighting ...
Download / Learn more Package Citations See dependency  
quickcheck  
Property Based Testing
Property based testing, inspired by the original 'QuickCheck'. This package builds on the property ...
Download / Learn more Package Citations See dependency  
keyplayer  
Locating Key Players in Social Networks
Computes group centrality scores and identifies the most central group of players in a network. ...
Download / Learn more Package Citations See dependency  
spatstat.random  
Random Generation Functionality for the 'spatstat' Family
Functionality for random generation of spatial data in the 'spatstat' family of packages. Generate ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
flexdashboard  
R Markdown Format for Flexible Dashboards
Format for converting an R Markdown document to a grid oriented dashboard. The dashboard flexibly a ...
Download / Learn more Package Citations See dependency  

28,313

R Packages

239,283

Dependencies

74,752

Author Associations

28,314

Publication Badges

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