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vdra
View on CRAN: Click
here
Download and install vdra package within the R console
Install from CRAN:
install.packages("vdra")
Install from Github:
library("remotes")
install_github("cran/vdra")
Install by package version:
library("remotes")
install_version("vdra", "1.0.0")
Attach the package and use:
library("vdra")
Maintained by
Thomas Kent
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-09
Latest Update: 2023-05-05
Description:
Implements linear, logistic, and Cox regression on vertically
partitioned data across several data partners. Data is not shared
between data partners or the analysis center and the computations can
be considered secure. Three different protocols are implemented.
2-Party: two data partners which communicate directly without an
intermediate analysis center; 2T-Party: two data partners communicate
indirectly via an analysis center, and KT-Party: two or more
data partners plus an analysis center are all allowed to
communicate directly. 2-Party and 2^T-Party use a form of secure
multiplication as found in Karr, et. al. (2009) "Privacy-Preserving Analysis
of Vertically Partitioned Data Using Secure Matrix Products"
and Slavkovic et. al. (2007) "Secure Logistic Regression of Horizontally
and Vertically Partitioned Distributed Databases" .
Full details can be found in Samizo (In preparation).
How to cite:
Thomas Kent (2021). vdra: Vertical Distributed Regression Analysis. R package version 1.0.0, https://cran.r-project.org/web/packages/vdra
Previous versions and publish date:
1.0.0 (2021-09-09 08:20)
Other packages that cited vdra R package
View vdra citation profile
Other R packages that vdra depends,
imports, suggests or enhances
Functions, R codes and Examples using
the vdra R package
Some associated functions:
Some associated R codes: PopMedNet.R . firstlib.R . vertical_2party_cox.R . vertical_2party_linear.R . vertical_2party_logistic.R . vertical_3party_cox.R . vertical_3party_linear.R . vertical_3party_logistic.R . vertical_Kparty_cox.R . vertical_Kparty_linear.R . vertical_Kparty_logistic.R . vertical_utilities.R . Full vdra package functions and examples
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