Some books and notes

Probability

• Books
  • A Course in Probability Theory, Third Edition by Kai Lai Chung
  • Probability Theory and Examples 5th Edition
  • Probability and Measure by Patrick Billingsley
  • Counterexamples in Probability by Jordan M. Stoyanov
• Notes
  • Probability Theory: STAT310/MATH230
• Posts

Statistics

• Books
  • Theoretical Statistics Topics for a Core Course by Robert W. Keener
  • Mathematical Statistics Basic Ideas and Selected Topics Volume I by Peter Bickel
  • Mathematical Statistics Basic Ideas and Selected Topics Volume II by Peter Bickel

Optimization

• Books
  • Convex analysis by Ralph Tyrell Rockafellar
  • Lectures on Convex Optimization by Yurii Nesterov

Others

• Python Hash Tables: Understanding Dictionaries
• Likelihood ratio threshold as the shadow price of statistical power.
• Lecture Notes on Probabilistic Learning and Inference

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