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 13,072 times in the last 30 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 716 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
416 downloadsFeb 13, 2025
336 downloadsFeb 14, 2025
225 downloadsFeb 15, 2025
164 downloadsFeb 16, 2025
371 downloadsFeb 17, 2025
385 downloadsFeb 18, 2025
354 downloadsFeb 19, 2025
454 downloadsFeb 20, 2025
290 downloadsFeb 21, 2025
175 downloadsFeb 22, 2025
184 downloadsFeb 23, 2025
361 downloadsFeb 24, 2025
390 downloadsFeb 25, 2025
490 downloadsFeb 26, 2025
532 downloadsFeb 27, 2025
390 downloadsFeb 28, 2025
466 downloadsMar 1, 2025
378 downloadsMar 2, 2025
653 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
0 downloadsMar 15, 2025
164
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 129,628 times in the last 365 days. That's a whole lot of downloads. Somewhere, a librarian is trying to figure out why more bandwidth is needed. 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