PSweight

Propensity Score Weighting for Causal Inference with Observational Studies and Randomized Trials

CRAN Package

Supports propensity score weighting analysis of observational studies and randomized trials. Enables the estimation and inference of average causal effects with binary and multiple treatments using overlap weights (ATO), inverse probability of treatment weights (ATE), average treatment effect among the treated weights (ATT), matching weights (ATM) and entropy weights (ATEN), with and without propensity score trimming. These weights are members of the family of balancing weights introduced in Li, Morgan and Zaslavsky (2018) doi:10.1080/01621459.2016.1260466 and Li and Li (2019) doi:10.1214/19-AOAS1282.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 919 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 15 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
88 downloadsMar 4, 2025
59 downloadsMar 5, 2025
29 downloadsMar 6, 2025
33 downloadsMar 7, 2025
35 downloadsMar 8, 2025
18 downloadsMar 9, 2025
32 downloadsMar 10, 2025
28 downloadsMar 11, 2025
33 downloadsMar 12, 2025
39 downloadsMar 13, 2025
22 downloadsMar 14, 2025
44 downloadsMar 15, 2025
17 downloadsMar 16, 2025
39 downloadsMar 17, 2025
40 downloadsMar 18, 2025
12 downloadsMar 19, 2025
40 downloadsMar 20, 2025
25 downloadsMar 21, 2025
23 downloadsMar 22, 2025
16 downloadsMar 23, 2025
25 downloadsMar 24, 2025
22 downloadsMar 25, 2025
25 downloadsMar 26, 2025
29 downloadsMar 27, 2025
46 downloadsMar 28, 2025
13 downloadsMar 29, 2025
24 downloadsMar 30, 2025
22 downloadsMar 31, 2025
26 downloadsApr 1, 2025
15 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
12
88

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 9,599 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Dec 02, 2024 with 326 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

  • Imports7 packages
  • Suggests2 packages
  • Reverse Imports2 packages
  • Reverse Suggests1 package