misaem

Linear Regression and Logistic Regression with Missing Covariates

Estimate parameters of linear regression and logistic regression with missing covariates with missing data, perform model selection and prediction, using EM-type algorithms. Jiang W., Josse J., Lavielle M., TraumaBase Group (2020) <doi:10.1016/j.csda.2019.106907>.

Tests Vignettes

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Dependencies

Imports/Depends/LinkingTo/Enhances (5)
  • R
  • mvtnorm
  • norm
  • abind
  • glmnet
  • Suggests (3)
  • knitr
  • rmarkdown
  • mice
  • Version History