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pda
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", "1.2.7")
Attach the package and use:
library("pda")
Maintained by
Jiajie Chen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-23
Latest Update: 2024-03-04
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 1.2.7, https://cran.r-project.org/web/packages/pda
Previous versions and publish date:
Other packages that cited pda R package
View pda citation profile
Other R packages that pda depends,
imports, suggests or enhances
Functions, R codes and Examples using
the pda R package
Some associated functions: ADAP.derive . ADAP.estimate . ADAP.initialize . ADAP_data . DLM.estimate . DLM.initialize . DPQL.derive . DPQL.estimate . DPQL.initialize . LOS . ODAC.derive . ODAC.deriveUWZ . ODAC.estimate . ODAC.initialize . ODAC.synthesize . ODACAT.derive . ODACAT.estimate . ODACAT.initialize . ODACAT.synthesize . ODACATH.derive . ODACATH.estimate . ODACATH.initialize . ODACATH.synthesize . ODACAT_nominal . ODACAT_ordinal . ODAH.derive . ODAH.estimate . ODAH.initialize . ODAL.derive . ODAL.estimate . ODAL.initialize . ODAL.synthesize . ODAP.derive . ODAP.estimate . ODAP.initialize . ODAPB.derive . ODAPB.estimate . ODAPB.initialize . covid . cs . dGEM.derive . dGEM.estimate . dGEM.initialize . dGEM.synthesize . getCloudConfig . lung2 . myglmmPQL . pda . pdaGet . pdaList . pdaPut . pdaSync .
Some associated R codes: ADAP.R . DLM.R . DPQL.R . ODAC.R . ODACAT.R . ODACATH.R . ODAH.R . ODAL.R . ODAP.R . ODAPB.R . RcppExports.R . dGEM.R . data.R . dlmm.R . odacat-misc.R . odacath-misc.R . pda.R . Full pda package functions and examples
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