estimatr

Fast Estimators for Design-Based Inference

CRAN Package

Fast procedures for small set of commonly-used, design-appropriate estimators with robust standard errors and confidence intervals. Includes estimators for linear regression, instrumental variables regression, difference-in-means, Horvitz-Thompson estimation, and regression improving precision of experimental estimates by interacting treatment with centered pre-treatment covariates introduced by Lin (2013) doi:10.1214/12-AOAS583.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 14,892 times in the last 30 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 417 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
760 downloadsMar 4, 2025
623 downloadsMar 5, 2025
717 downloadsMar 6, 2025
433 downloadsMar 7, 2025
305 downloadsMar 8, 2025
279 downloadsMar 9, 2025
423 downloadsMar 10, 2025
630 downloadsMar 11, 2025
578 downloadsMar 12, 2025
594 downloadsMar 13, 2025
716 downloadsMar 14, 2025
380 downloadsMar 15, 2025
407 downloadsMar 16, 2025
705 downloadsMar 17, 2025
644 downloadsMar 18, 2025
494 downloadsMar 19, 2025
467 downloadsMar 20, 2025
499 downloadsMar 21, 2025
278 downloadsMar 22, 2025
318 downloadsMar 23, 2025
643 downloadsMar 24, 2025
571 downloadsMar 25, 2025
555 downloadsMar 26, 2025
678 downloadsMar 27, 2025
413 downloadsMar 28, 2025
211 downloadsMar 29, 2025
260 downloadsMar 30, 2025
369 downloadsMar 31, 2025
525 downloadsApr 1, 2025
417 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
211
760

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 131,327 times in the last 365 days. This is the kind of download count that makes grant committees nod approvingly. A job well done, even the stoic reviewers might be impressed! The day with the most downloads was Nov 26, 2024 with 854 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
  • Enhances1 package
  • Suggests14 packages
  • Linking To2 packages
  • Reverse Depends3 packages
  • Reverse Imports7 packages
  • Reverse Suggests8 packages