gerbil

Generalized Efficient Regression-Based Imputation with Latent Processes

CRAN Package

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) doi:10.48550/arXiv.2008.02243.

  • Version0.1.9
  • R version≥ 2.10
  • LicenseGPL-2
  • Needs compilation?No
  • Last release01/12/2023

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  • Imports7 packages
  • Suggests5 packages