simITS

Analysis via Simulation of Interrupted Time Series (ITS) Data

CRAN Package

Uses simulation to create prediction intervals for post-policy outcomes in interrupted time series (ITS) designs, following Miratrix (2020) doi:10.48550/arXiv.2002.05746. This package provides methods for fitting ITS models with lagged outcomes and variables to account for temporal dependencies. It then conducts inference via simulation, simulating a set of plausible counterfactual post-policy series to compare to the observed post-policy series. This package also provides methods to visualize such data, and also to incorporate seasonality models and smoothing and aggregation/summarization. This work partially funded by Arnold Ventures in collaboration with MDRC.

  • Version0.1.1
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release05/20/2020

Documentation


Team


Insights

Last 30 days

This package has been downloaded 125 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.

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

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 1,619 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 24 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

  • Depends2 packages
  • Suggests8 packages