Multiple Imputation of Missing Data in Simple and More Complex Settings

FGME 2019

On 15 september 2019 I taught the pre-conference course on Multiple Imputation of Missing Data in Simple and More Complex Settings at the Tagung der Fachgruppe Methoden & Evaluation der Deutschen Gesellschaft für Psychologie in Kiel:

• Slides: (version 2019-09-13) [view] [download]
  Handout version of the slides: [download]

• Practicals: (version 2019-09-13)

  • Multiple Imputation with the mice package [view]
  • Evaluating and checking the imputation [view]
  • Imputation with non-linear associations [view]
  • Imputation with multi-level data [view]
  • .zip with all materials [download]

For the practicals, please download and install

• R (version 3.6.1)
• JAGS (version 4.3.0) (necessary for JointAI)
• R package mice (version 3.6.0)
• R package JointAI (version 0.6.0)