Measurement Models

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All downloads as one zip file (zip)

Slide Sets

Day 1 Slides: Introduction to SEM and Mplus (Slides PDF; Handout PDF)

supplemental slides: one-pager on Mplus parameter arrays (PDF)

supplemental slides: Path diagrams, equations, and Mplus code or (PDF)

Day 2 Slides: IRT models in Mplus (Slides PDF; Handout PDF)

supplemental slides: IRT, Information, and Reliability (PDF)

supplemental slides: An empirical item analysis of EPESE MSQ data (PDF)

Day 3 Slides: Non-uniform differential item functioning and special modeling features (Slides PDF; Handout PDF)

Examples: Mplus Command Files and Data Files

(Note all OUTput PDFs are embedded in slide sets above)

Notes: DIF, differential item functioning; LV, latent variable; MIMIC, multiple indicators, multiple causes;

Examples: R/Lavaan

Workshop R LAVAAN [SLIDES] (pdf)

APGAR Score analysis (RMD code for drawing ICCs) (RMD)

Data in other formats:

MSQ data from EPESE (SAV, SAS7BDAT, DTA, CSV [msq3-msq9 site id male age white educ])

CESD data from EPESE (SAV, SAS7BDAT, DTA, CSV [sad blues depress happy enjoy hopeful age male educ site id black white])

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