cmprskcoxmsm

Use IPW to Estimate Treatment Effect under Competing Risks

CRAN Package

Uses inverse probability weighting methods to estimate treatment effect under marginal structure model for the cause-specific hazard of competing risk events. Estimates also the cumulative incidence function (i.e. risk) of the potential outcomes, and provides inference on risk difference and risk ratio. Reference: Kalbfleisch & Prentice (2002)[https://doi.org/10.1002%2F9781118032985]; Hernan et al (2001)[https://doi.org/10.1198%2F016214501753168154].


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Insights

Last 30 days

This package has been downloaded 221 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 8 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
18 downloadsMar 4, 2025
12 downloadsMar 5, 2025
6 downloadsMar 6, 2025
7 downloadsMar 7, 2025
3 downloadsMar 8, 2025
2 downloadsMar 9, 2025
5 downloadsMar 10, 2025
11 downloadsMar 11, 2025
11 downloadsMar 12, 2025
4 downloadsMar 13, 2025
2 downloadsMar 14, 2025
11 downloadsMar 15, 2025
3 downloadsMar 16, 2025
6 downloadsMar 17, 2025
6 downloadsMar 18, 2025
9 downloadsMar 19, 2025
13 downloadsMar 20, 2025
10 downloadsMar 21, 2025
3 downloadsMar 22, 2025
6 downloadsMar 23, 2025
8 downloadsMar 24, 2025
5 downloadsMar 25, 2025
7 downloadsMar 26, 2025
5 downloadsMar 27, 2025
6 downloadsMar 28, 2025
7 downloadsMar 29, 2025
2 downloadsMar 30, 2025
2 downloadsMar 31, 2025
23 downloadsApr 1, 2025
8 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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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 2,879 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 33 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


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Dependencies

  • Imports4 packages
  • Suggests2 packages