dagitty

Graphical Analysis of Structural Causal Models

CRAN Package

A port of the web-based software 'DAGitty', available at https://dagitty.net, for analyzing structural causal models (also known as directed acyclic graphs or DAGs). This package computes covariate adjustment sets for estimating causal effects, enumerates instrumental variables, derives testable implications (d-separation and vanishing tetrads), generates equivalent models, and includes a simple facility for data simulation.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 8,558 times in the last 30 days. A solid achievement! Enough downloads to get noticed at department meetings. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 273 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
496 downloadsMar 4, 2025
475 downloadsMar 5, 2025
335 downloadsMar 6, 2025
257 downloadsMar 7, 2025
234 downloadsMar 8, 2025
185 downloadsMar 9, 2025
291 downloadsMar 10, 2025
301 downloadsMar 11, 2025
298 downloadsMar 12, 2025
358 downloadsMar 13, 2025
283 downloadsMar 14, 2025
182 downloadsMar 15, 2025
189 downloadsMar 16, 2025
305 downloadsMar 17, 2025
440 downloadsMar 18, 2025
381 downloadsMar 19, 2025
338 downloadsMar 20, 2025
317 downloadsMar 21, 2025
148 downloadsMar 22, 2025
170 downloadsMar 23, 2025
275 downloadsMar 24, 2025
326 downloadsMar 25, 2025
401 downloadsMar 26, 2025
296 downloadsMar 27, 2025
195 downloadsMar 28, 2025
100 downloadsMar 29, 2025
151 downloadsMar 30, 2025
258 downloadsMar 31, 2025
300 downloadsApr 1, 2025
273 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
100
496

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 78,353 times in the last 365 days. The kind of number that gets mentioned in a keynote speech. Well done! The day with the most downloads was Mar 04, 2025 with 496 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


Binaries


Dependencies

  • Imports4 packages
  • Suggests9 packages
  • Reverse Imports7 packages
  • Reverse Suggests8 packages