Training Materials

Western Psychological Association Workshop

  • Slides from a 2-hour workshop taught at the 2016 WPA convention in Long Beach, CA.  Workshop topics include missing data theory, multiple imputation, and maximum likelihood estimation.
  • Click here to download the slides, data file, and Mplus, R, SAS, and SPSS input files.

Missing Data Workshop

  • Slides from a 2-day missing data course taught as part of the 2015 Summer Quantitative Methods Series at Portland State University.  The workshop topics include missing data theory, traditional missing data handling methods, maximum likelihood estimation, Bayesian estimation, and multiple imputation.
  • Click here to download the slides, data files, and input files.

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