CausalGPS

Matching on Generalized Propensity Scores with Continuous Exposures

CRAN Package

Provides a framework for estimating causal effects of a continuous exposure using observational data, and implementing matching and weighting on the generalized propensity score. Wu, X., Mealli, F., Kioumourtzoglou, M.A., Dominici, F. and Braun, D., 2022. Matching on generalized propensity scores with continuous exposures. Journal of the American Statistical Association, pp.1-29.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 508 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 20 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 16, 2025
0 downloadsMar 17, 2025
19 downloadsMar 18, 2025
14 downloadsMar 19, 2025
19 downloadsMar 20, 2025
32 downloadsMar 21, 2025
24 downloadsMar 22, 2025
9 downloadsMar 23, 2025
13 downloadsMar 24, 2025
16 downloadsMar 25, 2025
16 downloadsMar 26, 2025
12 downloadsMar 27, 2025
33 downloadsMar 28, 2025
11 downloadsMar 29, 2025
8 downloadsMar 30, 2025
6 downloadsMar 31, 2025
15 downloadsApr 1, 2025
17 downloadsApr 2, 2025
7 downloadsApr 3, 2025
10 downloadsApr 4, 2025
12 downloadsApr 5, 2025
11 downloadsApr 6, 2025
17 downloadsApr 7, 2025
9 downloadsApr 8, 2025
14 downloadsApr 9, 2025
11 downloadsApr 10, 2025
16 downloadsApr 11, 2025
55 downloadsApr 12, 2025
13 downloadsApr 13, 2025
25 downloadsApr 14, 2025
24 downloadsApr 15, 2025
20 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
6
55

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 6,369 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Sep 11, 2024 with 55 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

  • Imports16 packages
  • Suggests7 packages
  • Linking To1 package