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gerbil

Generalized Efficient Regression-Based Imputation with Latent Processes

v0.1.9 · Jan 12, 2023 · GPL-2

Description

Implements a new multiple imputation method that draws imputations from a latent joint multivariate normal model which underpins generally structured data. This model is constructed using a sequence of flexible conditional linear models that enables the resulting procedure to be efficiently implemented on high dimensional datasets in practice. See Robbins (2021) <arXiv:2008.02243>.

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r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
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CRAN incoming feasibility

Maintainer: ‘Michael Robbins <mrobbins@rand.org>’

The Description field contains
  Robbins (2021) <arXiv:2008.02243>.
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 Robbins <mrobbins@rand.org>’

The Description field contains
  Robbins (2021) <arXiv:2008.02243>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Michael Robbins <mrobbins@rand.org>’

The Description field contains
  Robbins (2021) <arXiv:2008.02243>.
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 Robbins <mrobbins@rand.org>’

The Description field contains
  Robbins (2021) <arXiv:2008.02243>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies DescTools lattice MASS mvtnorm openxlsx pbapply truncnorm gerbil

Version History

new 0.1.9 Mar 9, 2026