informedSen

Sensitivity Analysis Informed by a Test for Bias

CRAN Package

After testing for biased treatment assignment in an observational study using an unaffected outcome, the sensitivity analysis is constrained to be compatible with that test. The package uses the optimization software gurobi obtainable from https://www.gurobi.com/, together with its associated R package, also called gurobi; see: https://www.gurobi.com/documentation/7.0/refman/installing_the_r_package.html. The method is a substantial computational and practical enhancement of a concept introduced in Rosenbaum (1992) Detecting bias with confidence in observational studies Biometrika, 79(2), 367-374 doi:10.1093/biomet/79.2.367.

  • Version1.0.7
  • R version≥ 3.5.0
  • LicenseGPL-2
  • Needs compilation?No
  • Last release08/04/2021

Team


Insights

Last 30 days

This package has been downloaded 180 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
17 downloadsMar 4, 2025
3 downloadsMar 5, 2025
3 downloadsMar 6, 2025
3 downloadsMar 7, 2025
7 downloadsMar 8, 2025
1 downloadsMar 9, 2025
0 downloadsMar 10, 2025
8 downloadsMar 11, 2025
3 downloadsMar 12, 2025
15 downloadsMar 13, 2025
2 downloadsMar 14, 2025
4 downloadsMar 15, 2025
1 downloadsMar 16, 2025
4 downloadsMar 17, 2025
8 downloadsMar 18, 2025
7 downloadsMar 19, 2025
9 downloadsMar 20, 2025
11 downloadsMar 21, 2025
6 downloadsMar 22, 2025
4 downloadsMar 23, 2025
14 downloadsMar 24, 2025
3 downloadsMar 25, 2025
1 downloadsMar 26, 2025
4 downloadsMar 27, 2025
8 downloadsMar 28, 2025
4 downloadsMar 29, 2025
7 downloadsMar 30, 2025
9 downloadsMar 31, 2025
8 downloadsApr 1, 2025
6 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
17

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 2,427 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 Sep 11, 2024 with 31 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

  • Imports1 package
  • Reverse Suggests1 package