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simDAG  

Simulate Data from a DAG and Associated Node Information
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", "0.2.2")



Attach the package and use:
library("simDAG")
Maintained by
Robin Denz
[Scholar Profile | Author Map]
First Published: 2023-08-28
Latest Update: 2023-08-28
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 DAG and Associated Node Information. R package version 0.2.2, https://cran.r-project.org/web/packages/simDAG. Accessed 29 Mar. 2025.
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)
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
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