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distcomp
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", "1.3-4") Attach the package and use:
library("distcomp")
Maintained by
Balasubramanian Narasimhan
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
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 1.3-4, https://cran.r-project.org/web/packages/distcomp. Accessed 10 Mar. 2026.
Previous versions and publish date:
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Other R packages that distcomp depends,
imports, suggests or enhances
Complete documentation for distcomp
Functions, R codes and Examples using
the distcomp R package
Some associated functions: CoxMaster . CoxWorker . HEMaster . HEQueryCountMaster . HEQueryCountWorker . NCP . QueryCountMaster . QueryCountWorker . SVDMaster . SVDWorker . availableComputations . availableDataSources . createHEWorkerInstance . createNCPInstance . createWorkerInstance . dccoxph . defineNewComputation . destroyInstanceObject . distcomp-internal . distcomp . distcompSetup . executeHEMethod . executeMethod . generateId . getComputationInfo . getConfig . makeDefinition . makeHEMaster . makeMaster . makeNCP . makeWorker . resetComputationInfo . runDistcompApp . saveNewComputation . saveNewNCP . setComputationInfo . setupMaster . setupWorker . uploadNewComputation . uploadNewNCP . writeCode .
Some associated R codes: coxstuff.R . distcomp.R . firstlib.R . master.R . ncp.R . querycount.R . survivalstuff.R . svdstuff.R . Full distcomp package functions and examples
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