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 286 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 16, 2025
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
21 downloadsMar 22, 2025
7 downloadsMar 23, 2025
8 downloadsMar 24, 2025
9 downloadsMar 25, 2025
3 downloadsMar 26, 2025
7 downloadsMar 27, 2025
27 downloadsMar 28, 2025
7 downloadsMar 29, 2025
2 downloadsMar 30, 2025
2 downloadsMar 31, 2025
7 downloadsApr 1, 2025
7 downloadsApr 2, 2025
1 downloadsApr 3, 2025
7 downloadsApr 4, 2025
8 downloadsApr 5, 2025
12 downloadsApr 6, 2025
7 downloadsApr 7, 2025
5 downloadsApr 8, 2025
8 downloadsApr 9, 2025
2 downloadsApr 10, 2025
8 downloadsApr 11, 2025
35 downloadsApr 12, 2025
4 downloadsApr 13, 2025
17 downloadsApr 14, 2025
16 downloadsApr 15, 2025
13 downloadsApr 16, 2025
7 downloadsApr 17, 2025
14 downloadsApr 18, 2025
11 downloadsApr 19, 2025
4 downloadsApr 20, 2025
0 downloadsApr 21, 2025
0 downloadsApr 22, 2025
0 downloadsApr 23, 2025
0 downloadsApr 24, 2025
0 downloadsApr 25, 2025
0 downloadsApr 26, 2025
1
35

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 4,050 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. 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