| Name : R-vdra
| |
| Version : 1.0.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.12
| Date : 2024-06-14 11:13:47
|
| Group : Development/Libraries/Other
| Source RPM : R-vdra-1.0.0-lp153.1.12.src.rpm
|
| Size : 2.25 MB
| |
| Packager : (none)
| |
| Summary : Vertical Distributed Regression Analysis
|
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\"
< doi:10.1109/ICDMW.2007.114>. Full details can be found in Samizo (In
preparation).
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
