Editing Statistics and Statistical Programming (Fall 2020) (section)

=== Week 3 (9/29, 10/1) ===

;[[Statistics_and_Statistical_Programming_(Fall_2020)/w03_session_plan|Session plans]]

==== September 29: R fundamentals: Import, transform, tidy, and describe data ====
'''Required'''
* Complete [[Statistics_and_Statistical_Programming_(Fall_2020)/pset1|problem set #1]] (due Monday, September 28 at 1pm Central)

'''Recommended'''
* [https://communitydata.science/~ads/teaching/2020/stats/r_tutorials/w03-R_tutorial.html Week 3 R tutorial] (note that you can access .rmd or .pdf versions by replacing the suffix of the URL accordingly).
* Additional material from any of the recommended R learning resources suggested last week or elsewhere in the syllabus. In particular, you may find the ModernDive, RYouWithMe, Healy, and/or Wickham and Grolemund resources valuable.
<!---
'''Resources'''
* [https://science.sciencemag.org/content/187/4175/398 UCB admissions paper]
* [https://openpolicing.stanford.edu Stanford OpenPolicing Project]
--->

==== October 1: Probability ====
'''Required'''
* Read Diez, Çetinkaya-Rundel, and Barr: §3 (Probability). 
* Watch [https://www.youtube.com/watch?list=PLkIselvEzpM5EgoOajhw83Ax_FktnlD6n&v=rG-SLQ2uF8U Probability introduction] and [https://www.youtube.com/watch?v=HxEz4ZHUY5Y&list=PLkIselvEzpM5EgoOajhw83Ax_FktnlD6n&index=2 Probability trees] OpenIntro lectures (just videos 1 and 2 in the playlist).
* Complete '''exercises from OpenIntro §3:''' 3.12, 3.15, 3.22, 3.28, 3.34, 3.38

'''Resources'''
* [https://seeing-theory.brown.edu/index.html#secondPage Seeing Theory §1-2 (Basic Probability and Compound Probability)]