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SynDI
View on CRAN: Click
here
Download and install SynDI package within the R console
Install from CRAN:
install.packages("SynDI")
Install from Github:
library("remotes")
install_github("cran/SynDI") Install by package version:
library("remotes")
install_version("SynDI", "0.1.0") Attach the package and use:
library("SynDI")
Maintained by
Michael Kleinsasser
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-05-25
Latest Update: 2022-05-25
Description:
Regression inference for multiple populations by integrating summary-level data using stacked imputations. Gu, T., Taylor, J.M.G. and Mukherjee, B. (2021) A synthetic data integration framework to leverage external summary-level information from heterogeneous populations <doi:10.48550/arXiv.2106.06835>.
How to cite:
Michael Kleinsasser (2022). SynDI: Synthetic Data Integration. R package version 0.1.0, https://cran.r-project.org/web/packages/SynDI. Accessed 25 Jun. 2026.
Previous versions and publish date:
No previous versions
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View SynDI citation profile
Other R packages that SynDI depends,
imports, suggests or enhances
Complete documentation for SynDI
Functions, R codes and Examples using
the SynDI R package
Some associated functions: Create.Synthetic . Initial.estimates . Resample.gamma.binaryY . Resample.gamma.continuousY . create_synthetic_example . expit . initial_estimates_example . pipe .
Some associated R codes: CreateSynthetic.R . InitialEstimates.R . ResampleGamma.R . data.R . globalVariables.R . helper.R . utils-pipe.R . Full SynDI package functions and examples
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