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IntroProbDS R Code Review Status
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IntroProbDS

R code to accompany Introduction to Probability for Data Science by Stanley H. Chan https://probability4datascience.com/index.html

This holds R translations of the Matlab and Python code that accompanies the book.

R Code Review Status

  • Chapter 1
  • Chapter 2
  • Chapter 3
  • Chapter 4
  • Chapter 5 (Code not completed)
  • Chapter 6
  • Chapter 7 (In progress; adding missing pieces of code)
    • Robust regression by linear programming
    • Overfitting example
    • LASSO Regression
    • LASSO vs Ridge
  • Chapter 8
  • Chapter 9
  • Chapter 10