simDAG
Simulate Data from a (Time-Dependent) Causal DAG
v0.5.2
·
Mar 30, 2026
·
GPL (>= 3)
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 or any other function. Also includes a comprehensive framework for discrete-time simulation, discrete-event simulation, and networks-based simulation which can generate even more complex longitudinal and dependent data. For more details, see Robin Denz, Nina Timmesfeld (2025) <doi:10.48550/arXiv.2506.01498>.
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CRAN Check Status
14
OK
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check History
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 3, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 27, 2026
ERROR
r-devel-linux-x86_64-fedora-clang
whether package can be installed
Installation failed. See ‘/data/gannet/ripley/R/packages/tests-clang/simDAG.Rcheck/00install.out’ for details.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 17, 2026
ERROR 9 OK · 0 NOTE · 0 WARNING · 5 ERROR · 0 FAILURE Mar 10, 2026
ERROR
r-devel-linux-x86_64-debian-clang
tests
Running ‘testthat.R’ [116s/179s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> library(simDAG)
> library(testthat)
> library(data.table)
Attaching package: 'data.table'
The following object is masked from 'package
...[truncated]...
random effect with non-default link ──
Expected `round(mean(data$Y), 3)` to equal `-1.99`.
Differences:
`actual`: -1.9950
`expected`: -1.9900
[ FAIL 12 | WARN 14 | SKIP 54 | PASS 1012 ]
Error:
! Test failures.
Execution halted
ERROR
r-devel-windows-x86_64
tests
Running 'testthat.R' [111s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
> library(simDAG)
> library(testthat)
> library(data.table)
Attaching package: 'data.table'
The following object is masked from 'package:base
...[truncated]...
random effect with non-default link ──
Expected `round(mean(data$Y), 3)` to equal `-1.99`.
Differences:
`actual`: -1.9950
`expected`: -1.9900
[ FAIL 12 | WARN 14 | SKIP 54 | PASS 1012 ]
Error:
! Test failures.
Execution halted
ERROR
r-release-linux-x86_64
tests
Running ‘testthat.R’ [107s/170s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> library(simDAG)
> library(testthat)
> library(data.table)
> library(igraph)
Attaching package: 'igraph'
The following object is mask
...[truncated]...
random effect with non-default link ──
Expected `round(mean(data$Y), 3)` to equal `-1.99`.
Differences:
`actual`: -1.9950
`expected`: -1.9900
[ FAIL 12 | WARN 14 | SKIP 54 | PASS 1012 ]
Error:
! Test failures.
Execution halted
ERROR
r-release-windows-x86_64
tests
Running 'testthat.R' [141s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
> library(simDAG)
> library(testthat)
> library(data.table)
> library(igraph)
Attaching package: 'igraph'
The following object is masked fr
...[truncated]...
random effect with non-default link ──
Expected `round(mean(data$Y), 3)` to equal `-1.99`.
Differences:
`actual`: -1.9950
`expected`: -1.9900
[ FAIL 12 | WARN 14 | SKIP 54 | PASS 1012 ]
Error:
! Test failures.
Execution halted
ERROR
r-oldrel-windows-x86_64
tests
Running 'testthat.R' [155s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
> library(simDAG)
> library(testthat)
> library(data.table)
> library(igraph)
Attaching package: 'igraph'
The following object is masked fr
...[truncated]...
random effect with non-default link ──
Expected `round(mean(data$Y), 3)` to equal `-1.99`.
Differences:
`actual`: -1.9950
`expected`: -1.9900
[ FAIL 12 | WARN 14 | SKIP 54 | PASS 1012 ]
Error:
! Test failures.
Execution halted
Dependency Network
Version History
new
0.5.1
Mar 10, 2026
new
0.1.0
Aug 27, 2023