Other packages > Find by keyword >

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", "0.3.0")



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 0.3.0, https://cran.r-project.org/web/packages/simDAG. Accessed 21 Apr. 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), 0.2.2 (2025-02-23 16:30)
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
03/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/20Downloads for simDAG05101520253035404550556065TrendBars

Today's Hot Picks in Authors and Packages

bssn  
Birnbaum-Saunders Model
It provides the density, distribution function, quantile function, random number generator, reliabil ...
Download / Learn more Package Citations See dependency  
bigsparser  
Sparse Matrix Format with Data on Disk
Provide a sparse matrix format with data stored on disk, to be used in both R and C++. This is inte ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
HellCor  
The Hellinger Correlation
Empirical value of the Hellinger correlation, a measure of dependence between two continuous random ...
Download / Learn more Package Citations See dependency  
discretecdAlgorithm  
Coordinate-Descent Algorithm for Learning Sparse Discrete Bayesian Networks
Structure learning of Bayesian network using coordinate-descent algorithm. This algorithm is design ...
Download / Learn more Package Citations See dependency  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,099

Publication Badges

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