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", "1.0.1")



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 1.0.1, https://cran.r-project.org/web/packages/simDAG. Accessed 07 Oct. 2026.
Previous versions and publish date:
(2026-07-31 11:10), 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), 0.5.0 (2026-01-08 19:00), 0.5.1 (2026-03-10 08:50), 0.5.2 (2026-03-30 12:30), 1.0.0 (2026-05-14 16:00)
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

splm  
Econometric Models for Spatial Panel Data
ML and GM estimation and diagnostic testing of econometric models for spatial panel data. ...
Download / Learn more Package Citations See dependency  
PairedData  
Paired Data Analysis
Many datasets and a set of graphics (based on ggplot2), statistics, effect sizes and hypothesis test ...
Download / Learn more Package Citations See dependency  
blandr  
Bland-Altman Method Comparison
Carries out Bland Altman analyses (also known as a Tukey mean-difference plot) as described by JM B ...
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  
ggTimeSeries  
Time Series Visualisations Using the Grammar of Graphics
Provides additional display mediums for time series visualisations. ...
Download / Learn more Package Citations See dependency  
skewlmm  
Scale Mixture of Skew-Normal Linear Mixed Models
It fits scale mixture of skew-normal linear mixed models using an expectation–maximization (EM) ty ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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