targeted

Targeted Inference

CRAN Package

Various methods for targeted and semiparametric inference including augmented inverse probability weighted (AIPW) estimators for missing data and causal inference (Bang and Robins (2005) doi:10.1111/j.1541-0420.2005.00377.x), variable importance and conditional average treatment effects (CATE) (van der Laan (2006) doi:10.2202/1557-4679.1008), estimators for risk differences and relative risks (Richardson et al. (2017) doi:10.1080/01621459.2016.1192546), assumption lean inference for generalized linear model parameters (Vansteelandt et al. (2022) doi:10.1111/rssb.12504).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 915 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 33 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
45 downloadsMar 4, 2025
48 downloadsMar 5, 2025
42 downloadsMar 6, 2025
51 downloadsMar 7, 2025
28 downloadsMar 8, 2025
20 downloadsMar 9, 2025
21 downloadsMar 10, 2025
43 downloadsMar 11, 2025
37 downloadsMar 12, 2025
32 downloadsMar 13, 2025
21 downloadsMar 14, 2025
29 downloadsMar 15, 2025
20 downloadsMar 16, 2025
29 downloadsMar 17, 2025
37 downloadsMar 18, 2025
35 downloadsMar 19, 2025
28 downloadsMar 20, 2025
31 downloadsMar 21, 2025
20 downloadsMar 22, 2025
15 downloadsMar 23, 2025
49 downloadsMar 24, 2025
28 downloadsMar 25, 2025
22 downloadsMar 26, 2025
26 downloadsMar 27, 2025
46 downloadsMar 28, 2025
13 downloadsMar 29, 2025
20 downloadsMar 30, 2025
14 downloadsMar 31, 2025
32 downloadsApr 1, 2025
33 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
13
51

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 11,885 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Apr 25, 2024 with 80 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

  • Depends1 package
  • Imports10 packages
  • Suggests9 packages
  • Linking To2 packages
  • Reverse Imports1 package
  • Reverse Suggests1 package