Coming soon
This tutorial pairs with Video 6 in the series — the capstone covering the advanced toolkit. Full write-up will land when the video is published. The runnable example lives in seminr-pls-cvpat.R.
Video 6 Chapter 0 Advanced
Advanced Topics in PLS-SEM
Higher-order constructs, multigroup analysis, out-of-sample prediction with PLSpredict, and cross-validated predictive ability tests (CVPAT) — the advanced toolkit for rigorous PLS-SEM in 2026.
Video planned. Subscribe on YouTube to be notified when it drops.
What you'll learn
- Specify higher-order reflective and formative constructs in SEMinR
- Run multigroup analysis (MGA) and interpret group differences
- Use PLSpredict for out-of-sample predictive assessment
- Run CVPAT to compare predictive ability across competing models
R practice in this video
- > Split long scripts into 01_load.R, 02_measurement.R, 03_structural.R — recap of all 10 habits