CSTE

Covariate Specific Treatment Effect (CSTE) Curve

CRAN Package

A uniform statistical inferential tool in making individualized treatment decisions, which implements the methods of Ma et al. (2017)[https://doi.org/10.1177%2F0962280214541724] and Guo et al. (2021)[https://doi.org/10.1080%2F01621459.2020.1865167]. It uses a flexible semiparametric modeling strategy for heterogeneous treatment effect estimation in high-dimensional settings and can gave valid confidence bands. Based on it, one can find the subgroups of patients that benefit from each treatment, thereby making individualized treatment selection.


Team


Insights

Last 30 days

This package has been downloaded 511 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
56 downloadsMar 4, 2025
10 downloadsMar 5, 2025
5 downloadsMar 6, 2025
6 downloadsMar 7, 2025
46 downloadsMar 8, 2025
1 downloadsMar 9, 2025
5 downloadsMar 10, 2025
11 downloadsMar 11, 2025
6 downloadsMar 12, 2025
47 downloadsMar 13, 2025
3 downloadsMar 14, 2025
11 downloadsMar 15, 2025
3 downloadsMar 16, 2025
25 downloadsMar 17, 2025
27 downloadsMar 18, 2025
10 downloadsMar 19, 2025
12 downloadsMar 20, 2025
11 downloadsMar 21, 2025
8 downloadsMar 22, 2025
14 downloadsMar 23, 2025
51 downloadsMar 24, 2025
2 downloadsMar 25, 2025
12 downloadsMar 26, 2025
4 downloadsMar 27, 2025
54 downloadsMar 28, 2025
2 downloadsMar 29, 2025
5 downloadsMar 30, 2025
1 downloadsMar 31, 2025
57 downloadsApr 1, 2025
6 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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57

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 3,505 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Feb 20, 2025 with 65 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

  • Imports5 packages
  • Suggests2 packages
  • Linking To1 package