simDAG

Simulate Data from a DAG and Associated Node Information

CRAN Package

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.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 428 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 8 times.

Sun
Mon
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Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
16 downloadsMar 15, 2025
6 downloadsMar 16, 2025
4 downloadsMar 17, 2025
12 downloadsMar 18, 2025
5 downloadsMar 19, 2025
9 downloadsMar 20, 2025
19 downloadsMar 21, 2025
11 downloadsMar 22, 2025
9 downloadsMar 23, 2025
7 downloadsMar 24, 2025
6 downloadsMar 25, 2025
5 downloadsMar 26, 2025
11 downloadsMar 27, 2025
16 downloadsMar 28, 2025
8 downloadsMar 29, 2025
23 downloadsMar 30, 2025
14 downloadsMar 31, 2025
62 downloadsApr 1, 2025
18 downloadsApr 2, 2025
26 downloadsApr 3, 2025
11 downloadsApr 4, 2025
23 downloadsApr 5, 2025
9 downloadsApr 6, 2025
15 downloadsApr 7, 2025
19 downloadsApr 8, 2025
13 downloadsApr 9, 2025
8 downloadsApr 10, 2025
15 downloadsApr 11, 2025
20 downloadsApr 12, 2025
8 downloadsApr 13, 2025
0 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
4
62

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 4,968 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jun 16, 2024 with 68 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports4 packages
  • Suggests11 packages