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distcomp  

Computations over Distributed Data without Aggregation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("distcomp", "1.3-3")



Attach the package and use:
library("distcomp")
Maintained by
Balasubramanian Narasimhan
[Scholar Profile | Author Map]
First Published: 2015-06-03
Latest Update: 2022-09-01
Description:
Implementing algorithms and fitting models when sites (possibly remote) share computation summaries rather than actual data over HTTP with a master R process (using 'opencpu', for example). A stratified Cox model and a singular value decomposition are provided. The former makes direct use of code from the R 'survival' package. (That is, the underlying Cox model code is derived from that in the R 'survival' package.) Sites may provide data via several means: CSV files, Redcap API, etc. An extensible design allows for new methods to be added in the future and includes facilities for local prototyping and testing. Web applications are provided (via 'shiny') for the implemented methods to help in designing and deploying the computations.
How to cite:
Balasubramanian Narasimhan (2015). distcomp: Computations over Distributed Data without Aggregation. R package version 1.3-3, https://cran.r-project.org/web/packages/distcomp. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.25.1 (2015-06-03 19:46), 0.25.2 (2015-07-15 01:29), 0.25.3 (2015-08-01 07:37), 0.25.4 (2015-10-28 00:09), 0.25.6 (2017-02-23 08:31), 1.0-1 (2017-05-16 21:08), 1.0 (2017-04-28 01:12), 1.1 (2019-09-23 20:50), 1.3-1 (2021-05-08 06:30), 1.3-2 (2022-07-11 08:30)
Other packages that cited distcomp R package
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Complete documentation for distcomp
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