Other packages > Find by keyword >

simDAG  

Simulate Data from a (Time-Dependent) Causal DAG
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("simDAG", "0.5.0")



Attach the package and use:
library("simDAG")
Maintained by
Robin Denz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-08-28
Latest Update: 2025-06-24
Description:
Simulate complex data from a given directed acyclic graph and information about each individual node. Root nodes are simply sampled from the specified distribution. Child Nodes are simulated according to one of many implemented regressions, such as logistic regression, linear regression, poisson regression and more. Also includes a comprehensive framework for discrete-time simulation, which can generate even more complex longitudinal data.
How to cite:
Robin Denz (2023). simDAG: Simulate Data from a (Time-Dependent) Causal DAG. R package version 0.5.0, https://cran.r-project.org/web/packages/simDAG. Accessed 07 Mar. 2026.
Previous versions and publish date:
0.1.0 (2023-08-28 21:40), 0.1.1 (2024-03-07 21:20), 0.1.2 (2024-06-13 17:30), 0.2.0 (2024-09-03 08:40), 0.2.1 (2025-01-07 19:10), 0.2.2 (2025-02-23 16:30), 0.3.0 (2025-03-30 18:00), 0.3.1 (2025-05-28 10:00), 0.3.2 (2025-06-24 15:30), 0.4.0 (2025-08-27 21:00), 0.4.1 (2025-10-15 18:50)
Other packages that cited simDAG R package
View simDAG citation profile
Other R packages that simDAG depends, imports, suggests or enhances
Complete documentation for simDAG
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lmSubsets  
Exact Variable-Subset Selection in Linear Regression
Exact and approximation algorithms for variable-subset selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency  
portalr  
Create Useful Summaries of the Portal Data
Download and generate summaries for the rodent, plant, ant, and weather data from the Portal Projec ...
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  
ReviewR  
A Light-Weight, Portable Tool for Reviewing Individual Patient Records
A portable Shiny tool to explore patient-level electronic health record data and perform chart revi ...
Download / Learn more Package Citations See dependency  
testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  
SAMtool  
Stock Assessment Methods Toolkit
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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