CRAN/E | SynDI

SynDI

Synthetic Data Integration

Installation

About

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 .

github.com/umich-biostatistics/SynDI
Bug report File report

Key Metrics

Version 0.1.0
R ≥ 3.6.0
Published 2022-05-25 310 days ago
Needs compilation? no
License GPL-2
CRAN checks SynDI results

Downloads

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Last 90 days 422 -9%
Last 365 days 1.582

Maintainer

Maintainer

Michael Kleinsasser

mkleinsa@umich.edu

Authors

Tian Gu

aut

Jeremy M.G. Taylor

aut

Bhramar Mukherjee

aut

Michael Kleinsasser

cre

Material

README
Reference manual
Package source

Vignettes

SynDI Example 1: Binary Response
SynDI Example 2: Continuous Response

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.6.0

Imports

mice
magrittr
dplyr
StackImpute
arm
boot
broom
mvtnorm
randomForest
MASS
knitr

Suggests

markdown