distcomp

Computations over Distributed Data without Aggregation

CRAN Package

Implementing algorithms and fitting models when sites (possibly remote) share computation summaries rather than actual data over HTTP with a master R process (using 'opencpu', for example). A stratified Cox model and a singular value decomposition are provided. The former makes direct use of code from the R 'survival' package. (That is, the underlying Cox model code is derived from that in the R 'survival' package.) Sites may provide data via several means: CSV files, Redcap API, etc. An extensible design allows for new methods to be added in the future and includes facilities for local prototyping and testing. Web applications are provided (via 'shiny') for the implemented methods to help in designing and deploying the computations.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 333 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 3 times.

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Mon
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Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
0 downloadsFeb 13, 2025
0 downloadsFeb 14, 2025
24 downloadsFeb 15, 2025
8 downloadsFeb 16, 2025
16 downloadsFeb 17, 2025
6 downloadsFeb 18, 2025
20 downloadsFeb 19, 2025
38 downloadsFeb 20, 2025
17 downloadsFeb 21, 2025
4 downloadsFeb 22, 2025
9 downloadsFeb 23, 2025
5 downloadsFeb 24, 2025
3 downloadsFeb 25, 2025
7 downloadsFeb 26, 2025
26 downloadsFeb 27, 2025
5 downloadsFeb 28, 2025
8 downloadsMar 1, 2025
8 downloadsMar 2, 2025
6 downloadsMar 3, 2025
12 downloadsMar 4, 2025
29 downloadsMar 5, 2025
3 downloadsMar 6, 2025
5 downloadsMar 7, 2025
5 downloadsMar 8, 2025
4 downloadsMar 9, 2025
13 downloadsMar 10, 2025
8 downloadsMar 11, 2025
6 downloadsMar 12, 2025
6 downloadsMar 13, 2025
2 downloadsMar 14, 2025
27 downloadsMar 15, 2025
3 downloadsMar 16, 2025
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
2
38

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 4,032 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 Jul 21, 2024 with 71 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

  • Depends1 package
  • Imports11 packages
  • Suggests4 packages