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 08 Jun. 2026.
Previous versions and publish date:
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

AdvBinomApps  
Upper Clopper-Pearson Confidence Limits for Burn-in Studies under Additional Available Information
Functions to compute upper Clopper-Pearson confidence limits of early life failure probabilities and ...
Download / Learn more Package Citations See dependency  
geofacet  
'ggplot2' Faceting Utilities for Geographical Data
Provides geographical faceting functionality for 'ggplot2'. Geographical faceting arranges a sequen ...
Download / Learn more Package Citations See dependency  
ODMeans  
OD-Means: k-Means for Origin-Destination
OD-means is a hierarchical adaptive k-means algorithm based on origin-destination pairs. In the fir ...
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  
penppml  
Penalized Poisson Pseudo Maximum Likelihood Regression
A set of tools that enables efficient estimation of penalized Poisson Pseudo Maximum Likelihood reg ...
Download / Learn more Package Citations See dependency  
FluMoDL  
Influenza-Attributable Mortality with Distributed-Lag Models
Functions to estimate the mortality attributable to influenza and temperature, using distributed-la ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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