Final thoughts

Statistical Thinking in Python (Part 2)

Justin Bois

Lecturer at the California Institute of Technology

Your statistical thinking skills

  • Perform EDA
    • Generate effective plots like ECDFs
    • Compute summary statistics
  • Estimate parameters
    • By optimization, including linear regression
    • Determine confidence intervals
  • Formulate and test hypotheses
Statistical Thinking in Python (Part 2)

Let's practice!

Statistical Thinking in Python (Part 2)

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