drtmle

Doubly-Robust Nonparametric Estimation and Inference

CRAN Package

Targeted minimum loss-based estimators of counterfactual means and causal effects that are doubly-robust with respect both to consistency and asymptotic normality (Benkeser et al (2017), doi:10.1093/biomet/asx053; MJ van der Laan (2014), doi:10.1515/ijb-2012-0038).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 337 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 9 times.

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

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 4,021 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 Feb 12, 2025 with 46 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

  • Imports3 packages
  • Suggests8 packages