Training Materials

AERA Pre-Conference Missing Data Workshop

  • Slides, software, data, and analysis scripts from a full-day missing data workshop at the 2019 American Educational Research Association conference in Toronto, Canada. 
  • Click here to download the slides, data files, and the Blimp 2.0, R, and SPSS scripts.

Research Workshop of the Israel Science Foundation

  • Slides from a 3-hour workshop on longitudinal missing data at the 2019 Research Workshop of the Israel Science Foundation in Tel Aviv, Israel. 
  • Click here to download the slides, data files, and the Blimp 2.0, R, and SPSS scripts.

American Psychological Association Workshop

  • Slides from a 4-hour workshop at the 2018 APA convention in San Francisco, CA.  Workshop topics include missing data theory, multiple imputation, maximum likelihood estimation, and practical issues.
  • Click here to download the slides, data files, and the Blimp 1.0, Mplus, R, SAS, SPSS, and Stata scripts.

Virginia Education Science Training (VEST) Program Workshop

  • Slides from a 2-day workshop for the VEST program at the University of Virginia, held 6.11.2018 and 6.12.2018.  Workshop topics include missing data theory, multiple imputation, maximum likelihood estimation, and practical issues.
  • Click here to download the slides, data files, and the Blimp 1.0, Mplus, R, SPSS, and Stata scripts.
  • Workshop attendees should download the Blimp 1.0 application from the Imputation Software link.
  • Download the Mplus script for exercise 1 here.

Advanced Methodology and Statistics Seminar (AMASS) at ABCT

  • Slides from a 4-hour workshop at the 2017 ABCT convention in San Diego, CA.  Workshop topics include missing data theory, multiple imputation, maximum likelihood estimation, and practical issues.
  • Click here to download the slides, data files, and the Blimp 1.0, Mplus, R, SAS, SPSS, and Stata scripts.

Mplus Maximum Likelihood Missing Data Handling

  • Slides outlining the basic Mplus commands for maximum likelihood estimation with missing data.  The slides use analysis example 4.15 from the Book Examples page to demonstrate Mplus.
  • Click here to download the slides.

Mplus Multiple Imputation

  • Slides outlining the basic Mplus commands for multiple imputation with missing data.  The slides use analysis example 8.15 from the Book Examples page to demonstrate Mplus.
  • Click here to download the slides.

SPSS Multiple Imputation

  • Slides outlining the multiple imputation procedure in SPSS.
  • Click here to download the slides.
  • Click here to download a zip archive containing the SPSS data and syntax files from the slideshow.
Questions or suggestions? Email Craig Enders