Week 4: Probability

Table of contents

1. Class - Monday, Sept. 20
   1. Intro to Probability and Distributions
2. Class - Thursday, Sept. 23
   1. Set Theory, Conditional Probability, Bayes’ Theorem
3. Recitation - Friday, Sept. 24
   1. Empirical Probability Distributions

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Class - Monday, Sept. 20

Intro to Probability and Distributions

Details

• Class notes
• In-class exercise - zipped .Rmd
  • Key - zipped .Rmd + .html

Class - Thursday, Sept. 23

Set Theory, Conditional Probability, Bayes’ Theorem

Details

• Class notes
  • Classical Probability
  • Conditional Probability and Bayes Theorem
• Monty Hall simulation - zipped .Rmd
• In-class exercise - zipped .Rmd
  • Answer key: zipped .Rmd + .html

Recitation - Friday, Sept. 24

Empirical Probability Distributions

Details

• Class exercise and data set - zipped .Rmd - DATA
• Answer key: zipped .Rmd - HTML