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Showing content from https://cran.r-project.org/web/packages/rms/../boot/../SynDI/readme/README.html below:

README

R package SynDI Synthetic Data Integration

Overview

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 <arXiv:2106.06835>.

Installation

If the devtools package is not yet installed, install it first:

install.packages('devtools')
# install the package from Github:
devtools::install_github('umich-biostatistics/SynDI', build_vignettes = TRUE) 

Once installed, load the package:

Example Usage

For examples, see the package vignettes:

vignette("SynDI-example-binary")
vignette("SynDI-example-continuous")
Current Suggested Citation

Gu, T., Taylor, J.M.G. and Mukherjee, B. (2021) A synthetic data integration framework to leverage external summary-level information from heterogeneous populations <arXiv:2106.06835>.


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