pda

Privacy-Preserving Distributed Algorithms

CRAN Package

A collection of privacy-preserving distributed algorithms for conducting multi-site data analyses. The regression analyses can be linear regression for continuous outcome, logistic regression for binary outcome, Cox proportional hazard regression for time-to event outcome, Poisson regression for count outcome, or multi-categorical regression for nominal or ordinal outcome. The PDA algorithm runs on a lead site and only requires summary statistics from collaborating sites, with one or few iterations. The package can be used together with the online system (https://pda-ota.pdamethods.org/) for safe and convenient collaboration. For more information, please visit our software websites: https://github.com/Penncil/pda, and https://pdamethods.org/.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 549 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 29 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
8 downloadsFeb 16, 2025
5 downloadsFeb 17, 2025
10 downloadsFeb 18, 2025
11 downloadsFeb 19, 2025
25 downloadsFeb 20, 2025
12 downloadsFeb 21, 2025
5 downloadsFeb 22, 2025
10 downloadsFeb 23, 2025
7 downloadsFeb 24, 2025
5 downloadsFeb 25, 2025
11 downloadsFeb 26, 2025
18 downloadsFeb 27, 2025
6 downloadsFeb 28, 2025
5 downloadsMar 1, 2025
10 downloadsMar 2, 2025
19 downloadsMar 3, 2025
25 downloadsMar 4, 2025
37 downloadsMar 5, 2025
26 downloadsMar 6, 2025
40 downloadsMar 7, 2025
17 downloadsMar 8, 2025
17 downloadsMar 9, 2025
22 downloadsMar 10, 2025
32 downloadsMar 11, 2025
23 downloadsMar 12, 2025
55 downloadsMar 13, 2025
19 downloadsMar 14, 2025
28 downloadsMar 15, 2025
12 downloadsMar 16, 2025
29 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
5
55

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 3,389 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 Mar 13, 2025 with 55 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

  • Imports13 packages
  • Suggests2 packages
  • Linking To2 packages