StackImpute

Tools for Analysis of Stacked Multiple Imputations

v0.1.0 · Sep 10, 2021 · GPL-2

Description

Provides methods for inference using stacked multiple imputations augmented with weights. The vignette provides example R code for implementation in general multiple imputation settings. For additional details about the estimation algorithm, we refer the reader to Beesley, Lauren J and Taylor, Jeremy M G (2020) “A stacked approach for chained equations multiple imputation incorporating the substantive model” <doi:10.1111/biom.13372>, and Beesley, Lauren J and Taylor, Jeremy M G (2021) “Accounting for not-at-random missingness through imputation stacking” <arXiv:2101.07954>.

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	46.2s
r-devel-linux-x86_64-debian-gcc	NOTE	34.9s
r-devel-linux-x86_64-fedora-clang	NOTE	74.6s
r-devel-linux-x86_64-fedora-gcc	NOTE	82.1s
r-devel-macos-arm64	NOTE	20s
r-devel-windows-x86_64	NOTE	71s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	47s
r-oldrel-windows-x86_64	NOTE	87s
r-patched-linux-x86_64	NOTE	43.7s
r-release-linux-x86_64	NOTE	43.5s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	58s
r-release-windows-x86_64	NOTE	71s

Check details (18 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

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

The Description field contains
  stacking” <arXiv:2101.07954>.
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) stackExample.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) stackExample.Rd:11: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

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

The Description field contains
  stacking” <arXiv:2101.07954>.
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) stackExample.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) stackExample.Rd:11: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) stackExample.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) stackExample.Rd:11: 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’ ‘mice’ ‘sandwich’ ‘zoo’
  All declared Imports should be used.

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) stackExample.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) stackExample.Rd:11: 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’ ‘mice’ ‘sandwich’ ‘zoo’
  All declared Imports should be used.

NOTE r-devel-macos-arm64

Rd files

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

NOTE r-devel-windows-x86_64

Rd files

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

NOTE r-oldrel-macos-arm64

Rd files

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

NOTE r-oldrel-macos-x86_64

Rd files

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

NOTE r-oldrel-windows-x86_64

Rd files

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

NOTE r-patched-linux-x86_64

Rd files

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

NOTE r-release-linux-x86_64

Rd files

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

NOTE r-release-macos-arm64

Rd files

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

NOTE r-release-macos-x86_64

Rd files

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

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) stackExample.Rd:10: Lost braces in \itemize; meant \describe ?
checkRd: (-1) stackExample.Rd:11: 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: ‘Mike Kleinsasser <mkleinsa@umich.edu>’

The Description field contains
  stacking” <arXiv:2101.07954>.
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: ‘Mike Kleinsasser <mkleinsa@umich.edu>’

The Description field contains
  stacking” <arXiv:2101.07954>.
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’ ‘mice’ ‘sandwich’ ‘zoo’
  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’ ‘mice’ ‘sandwich’ ‘zoo’
  All declared Imports should be used.

NOTE r-devel-macos-arm64

Rd files

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

NOTE r-devel-windows-x86_64

Rd files

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

NOTE r-patched-linux-x86_64

Rd files

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

NOTE r-release-linux-x86_64

Rd files

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

NOTE r-release-macos-arm64

Rd files

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

NOTE r-release-macos-x86_64

Rd files

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

NOTE r-release-windows-x86_64

Rd files

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

NOTE r-oldrel-macos-arm64

Rd files

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

NOTE r-oldrel-macos-x86_64

Rd files

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

NOTE r-oldrel-windows-x86_64

Rd files

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

Reverse Dependencies (1)

imports

SynDI

Dependency Network

Version History

new 0.1.0 Mar 9, 2026

Maintainer

Mike Kleinsasser

Dependencies

Depends

R (>= 3.6.0)

Imports

sandwich zoo mice dplyr MASS magrittr boot

Suggests

knitr rmarkdown

Compilation

No compilation needed

First Published

Mar 9, 2026

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