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ppmHR
View on CRAN: Click
here
Download and install ppmHR package within the R console
Install from CRAN:
install.packages("ppmHR")
Install from Github:
library("remotes")
install_github("cran/ppmHR")
Install by package version:
library("remotes")
install_version("ppmHR", "1.0")
Attach the package and use:
library("ppmHR")
Maintained by
Di Shu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-07
Latest Update: 2020-01-07
Description:
An implementation of the one-step privacy-protecting method for estimating the overall and site-specific hazard ratios using inverse probability weighted Cox models in distributed data network studies, as proposed by Shu, Yoshida, Fireman, and Toh (2019) . This method only requires sharing of summary-level riskset tables instead of individual-level data. Both the conventional inverse probability weights and the stabilized weights are implemented.
How to cite:
Di Shu (2020). ppmHR: Privacy-Protecting Hazard Ratio Estimation in Distributed Data Networks. R package version 1.0, https://cran.r-project.org/web/packages/ppmHR. Accessed 07 Nov. 2024.
Previous versions and publish date:
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Complete documentation for ppmHR
Functions, R codes and Examples using
the ppmHR R package
Some associated functions: checkBalanceSite . computeInfoForTable1 . createRisksetTable . createTable1 . estimateSiteHRs . estimateStratHR . ppmHR-package . site1 . site2 . site3 .
Some associated R codes: checkBalanceSite.R . computeInfoForTable1.R . createRisksetTable.R . createTable1.R . estimateSiteHRs.R . estimateStratHR.R . Full ppmHR package functions and examples
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