README.md

In doomlab/learnSTATS: Introduction to Statistics (ANLY 500)

learnSTATS

learnSTATS is a tutorial package for a graduate introduction to statistics course written by Erin M. Buchanan at https://statisticsofdoom.com/. The course is situated in an Analytics program and covers an introduction to statistical concepts in R.

Current Version: 0.1.0

Installation

You can install learnSTATS by using the following code:

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

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 learnSTATS, try restarting RStudio.

Course Schedule

1. Introduction to R:

2. Lecture: vignette("Introduction-to-R", "learnSTATS")

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

4. Introduction to Data Analytics

5. Lecture: vignette("Introduction-Data-Analytics", "learnSTATS")

6. Basic Statistics

7. Lecture: vignette("Basic-Stats-Concepts", "learnSTATS")

8. Tutorial: learnr::run_tutorial("basics", "learnSTATS")

9. More Statistics

10. Lecture: vignette("More-Stats-Concepts", "learnSTATS")

11. Tutorial: learnr::run_tutorial("moreStats", "learnSTATS")

12. Data Visualization

13. Lecture: vignette("Data-Visualization", "learnSTATS")

14. Tutorial: learnr::run_tutorial("datavis", "learnSTATS")

15. Data Screening Part 1

16. Lecture: vignette("Data-Screen-1", "learnSTATS")

17. Tutorial: learnr::run_tutorial("datascreen", "learnSTATS")

18. Data Screening Part 2

19. Lecture: vignette("Data-Screen-2", "learnSTATS")

20. Tutorial: learnr::run_tutorial("datascreen2", "learnSTATS")

21. Correlation

22. Lecture: vignette("Correlation", "learnSTATS")

23. Tutorial: learnr::run_tutorial("correlation", "learnSTATS")

24. Regression

25. Lecture: vignette("Linear-Regression", "learnSTATS")

26. Tutorial: learnr::run_tutorial("regression", "learnSTATS")

27. Mediation and Moderation

28. Lecture: vignette("Mediation-Moderation", "learnSTATS")

29. Tutorial: learnr::run_tutorial("medmod", "learnSTATS")

30. t-Tests

31. Lecture: vignette("Comparing-Means", "learnSTATS")

32. Tutorial: learnr::run_tutorial("ttests", "learnSTATS")

33. ANOVA

34. Lecture: vignette("ANOVA", "learnSTATS")

35. Tutorial: learnr::run_tutorial("anova", "learnSTATS")

Lecture videos are embedded directly into the tutorials and the notes are provided as vignette.

doomlab/learnSTATS documentation built on June 9, 2022, 12:54 a.m.