Other packages > Find by keyword >

pda  

Privacy-Preserving Distributed Algorithms
View on CRAN: Click here


Download and install pda package within the R console
Install from CRAN:
install.packages("pda")

Install from Github:
library("remotes")
install_github("cran/pda")

Install by package version:
library("remotes")
install_version("pda", "1.3.0")



Attach the package and use:
library("pda")
Maintained by
Jiajie Chen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-23
Latest Update: 2025-03-10
Description:
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 () for safe and convenient collaboration. For more information, please visit our software websites: , and .
How to cite:
Jiajie Chen (2020). pda: Privacy-Preserving Distributed Algorithms. R package version 1.3.0, https://cran.r-project.org/web/packages/pda. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0-2 (2020-12-10 22:20), 1.0 (2020-11-23 10:00), 1.2.5 (2023-02-22 16:40), 1.2.6 (2023-03-08 17:00), 1.2.7 (2024-03-04 18:30), 1.2.8 (2025-03-10 16:30)
Other packages that cited pda R package
View pda citation profile
Other R packages that pda depends, imports, suggests or enhances
Complete documentation for pda
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA