ipw

Estimate Inverse Probability Weights

CRAN Package

Functions to estimate the probability to receive the observed treatment, based on individual characteristics. The inverse of these probabilities can be used as weights when estimating causal effects from observational data via marginal structural models. Both point treatment situations and longitudinal studies can be analysed. The same functions can be used to correct for informative censoring.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,725 times in the last 30 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 63 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
18 downloadsFeb 16, 2025
96 downloadsFeb 17, 2025
52 downloadsFeb 18, 2025
75 downloadsFeb 19, 2025
127 downloadsFeb 20, 2025
54 downloadsFeb 21, 2025
33 downloadsFeb 22, 2025
78 downloadsFeb 23, 2025
42 downloadsFeb 24, 2025
56 downloadsFeb 25, 2025
98 downloadsFeb 26, 2025
65 downloadsFeb 27, 2025
33 downloadsFeb 28, 2025
70 downloadsMar 1, 2025
29 downloadsMar 2, 2025
48 downloadsMar 3, 2025
104 downloadsMar 4, 2025
71 downloadsMar 5, 2025
42 downloadsMar 6, 2025
18 downloadsMar 7, 2025
70 downloadsMar 8, 2025
18 downloadsMar 9, 2025
42 downloadsMar 10, 2025
37 downloadsMar 11, 2025
61 downloadsMar 12, 2025
106 downloadsMar 13, 2025
42 downloadsMar 14, 2025
54 downloadsMar 15, 2025
23 downloadsMar 16, 2025
63 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
18
127

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 19,233 times in the last 365 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The day with the most downloads was Jul 23, 2024 with 172 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
  • Suggests3 packages