Other packages > Find by keyword >

rmdl  

Language to Manage Many Models
View on CRAN: Click here


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

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

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



Attach the package and use:
library("rmdl")
Maintained by
Anish S. Shah
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-02
Latest Update: 2024-05-02
Description:
A system for describing and manipulating the many models that are generated in causal inference and data analysis projects, as based on the causal theory and criteria of Austin Bradford Hill (1965) <doi:10.1177/003591576505800503>. This system includes the addition of formal attributes that modify base 'R' objects, including terms and formulas, with a focus on variable roles in the "do-calculus" of modeling, as described in Pearl (2010) <doi:10.2202/1557-4679.1203>. For example, the definition of exposure, outcome, and interaction areimplicit in the roles variables take in a formula. These premises allow for a more fluent modeling approach focusing on variable relationships, and assessing effect modification, as described by VanderWeele and Robins (2007) <doi:10.1097/EDE.0b013e318127181b>. The essential goal is to help contextualize formulas and models in causality-oriented workflows.
How to cite:
Anish S. Shah (2024). rmdl: Language to Manage Many Models. R package version 0.1.0, https://cran.r-project.org/web/packages/rmdl. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.0 (2024-05-03 00:20)
Other packages that cited rmdl R package
View rmdl citation profile
Other R packages that rmdl depends, imports, suggests or enhances
Complete documentation for rmdl
Functions, R codes and Examples using the rmdl R package
Full rmdl package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
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  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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