optweight

Targeted Stable Balancing Weights Using Optimization

CRAN Package

Use optimization to estimate weights that balance covariates for binary, multinomial, and continuous treatments in the spirit of Zubizarreta (2015) doi:10.1080/01621459.2015.1023805. The degree of balance can be specified for each covariate. In addition, sampling weights can be estimated that allow a sample to generalize to a population specified with given target moments of covariates.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 758 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 11 times.

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

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 10,674 times in the last 365 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The day with the most downloads was Nov 05, 2024 with 97 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
  • Suggests2 packages
  • Reverse Suggests3 packages