SurvMA

Model Averaging Prediction of Personalized Survival Probabilities

CRAN Package

Provide model averaging-based approaches that can be used to predict personalized survival probabilities. The key underlying idea is to approximate the conditional survival function using a weighted average of multiple candidate models. Two scenarios of candidate models are allowed: (Scenario 1) partial linear Cox model and (Scenario 2) time-varying coefficient Cox model. A reference of the underlying methods is Li and Wang (2023) doi:10.1016/j.csda.2023.107759.


Team


Insights

Last 30 days

This package has been downloaded 398 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
44 downloadsMar 4, 2025
4 downloadsMar 5, 2025
3 downloadsMar 6, 2025
3 downloadsMar 7, 2025
40 downloadsMar 8, 2025
1 downloadsMar 9, 2025
2 downloadsMar 10, 2025
6 downloadsMar 11, 2025
5 downloadsMar 12, 2025
42 downloadsMar 13, 2025
4 downloadsMar 14, 2025
4 downloadsMar 15, 2025
2 downloadsMar 16, 2025
24 downloadsMar 17, 2025
23 downloadsMar 18, 2025
8 downloadsMar 19, 2025
5 downloadsMar 20, 2025
8 downloadsMar 21, 2025
3 downloadsMar 22, 2025
2 downloadsMar 23, 2025
45 downloadsMar 24, 2025
3 downloadsMar 25, 2025
3 downloadsMar 26, 2025
7 downloadsMar 27, 2025
44 downloadsMar 28, 2025
7 downloadsMar 29, 2025
3 downloadsMar 30, 2025
2 downloadsMar 31, 2025
48 downloadsApr 1, 2025
3 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
48

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 3,056 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 Jan 24, 2025 with 59 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

  • Imports4 packages