README.md

In doomlab/learnSEM: Learning Tutorials for Structural Equation Modeling

learnSEM

learnSEM is a tutorial package to learn structural equation modeling written by Erin M. Buchanan at https://statisticsofdoom.com/.

Current Version: 0.5.0

Installation

You can install learnSEM by using the following code:

#install.packages("devtools") #uncomment if you need devtools
library(devtools)
install_github("doomlab/learnSEM")

Be sure to restart your R session, as this helps you get the Tutorial Window from the learnr package. If you see a message no tutorial found in learnSEM, try restarting RStudio.

Course Schedule

1. Introduction to R:

2. Lecture: vignette("lecture_introR", "learnSEM")

3. Tutorial: learnr::run_tutorial("introR", "learnSEM")

4. Data Screening Practice:

5. Lecture: vignette("lecture_data_screen", "learnSEM")

6. Tutorial: learnr::run_tutorial("datascreen", "learnSEM")

7. Exploratory Factor Analysis:

8. Lecture: vignette("lecture_efa", "learnSEM")

9. Tutorial: learnr::run_tutorial("efa", "learnSEM")

10. Terminology:

11. Lecture: vignette("lecture_terms", "learnSEM")

12. Tutorial: learnr::run_tutorial("terms", "learnSEM")

13. Path Models:

14. Lecture: vignette("lecture_path", "learnSEM")

15. Tutorial: learnr::run_tutorial("path1", "learnSEM")

16. Tutorial: learnr::run_tutorial("path2", "learnSEM")

17. CFA Models:

18. Lecture: vignette("lecture_cfa", "learnSEM")

19. Tutorial: learnr::run_tutorial("cfabasics", "learnSEM")

20. CFA Second Order Models:

21. Lecture: vignette("lecture_secondcfa", "learnSEM")

22. Tutorial: learnr::run_tutorial("cfasecond", "learnSEM")

23. Full Structural Models:

24. Lecture: vignette("lecture_sem", "learnSEM")

25. Tutorial: learnr::run_tutorial("fullsem", "learnSEM")

26. Multitrait Multimethod:

27. Lecture: vignette("lecture_mtmm", "learnSEM")

28. Tutorial: learnr::run_tutorial("mtmm", "learnSEM")

29. Multigroup CFA:

30. Lecture: vignette("lecture_mgcfa", "learnSEM")

31. Tutorial: learnr::run_tutorial("mgcfa", "learnSEM")

32. Latent Growth Models:

33. Lecture: vignette("lecture_lgm", "learnSEM")

34. Tutorial: learnr::run_tutorial("lgm", "learnSEM")

35. Item Response Theory:

36. Lecture: vignette("lecture_irt", "learnSEM")

37. Tutorial: learnr::run_tutorial("irt", "learnSEM")

Lectures are being added every Friday! Check back if one is not open yet.

doomlab/learnSEM documentation built on Jan. 25, 2024, 2 p.m.