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SynDI

Synthetic Data Integration

v0.1.0 · May 25, 2022 · GPL-2

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 <arXiv:2106.06835>.

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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (18 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Michael Kleinsasser <mkleinsa@umich.edu>’

The Description field contains
  populations <arXiv:2106.06835>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Michael Kleinsasser <mkleinsa@umich.edu>’

The Description field contains
  populations <arXiv:2106.06835>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘StackImpute’ ‘arm’ ‘boot’ ‘broom’ ‘knitr’ ‘mvtnorm’
  ‘randomForest’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘StackImpute’ ‘arm’ ‘boot’ ‘broom’ ‘knitr’ ‘mvtnorm’
  ‘randomForest’
  All declared Imports should be used.
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost braces in \itemize; meant \describe ?

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Michael Kleinsasser <mkleinsa@umich.edu>’

The Description field contains
  populations <arXiv:2106.06835>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Michael Kleinsasser <mkleinsa@umich.edu>’

The Description field contains
  populations <arXiv:2106.06835>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘StackImpute’ ‘arm’ ‘boot’ ‘broom’ ‘knitr’ ‘mvtnorm’
  ‘randomForest’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘StackImpute’ ‘arm’ ‘boot’ ‘broom’ ‘knitr’ ‘mvtnorm’
  ‘randomForest’
  All declared Imports should be used.
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) create_synthetic_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) create_synthetic_example.Rd:12: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:11: Lost braces in \itemize; meant \describe ?
checkRd: (-1) initial_estimates_example.Rd:12: Lost b

Dependency Network

Dependencies Reverse dependencies mice magrittr dplyr StackImpute arm boot broom mvtnorm randomForest MASS knitr SynDI

Version History

new 0.1.0 Mar 9, 2026