Theoretical Statistics Notes

2025

• Lecture 1Ch. 1: Probability and Measure
• Lecture 2Ch. 2: Exponential Families
• Lecture 3Ch. 2: Exponential Families
• Lecture 4 & 5Ch. 3: Risk, Sufficiency, Completeness, and Ancillarity
• Lecture 6Ch. 4: Unbiased Estimation
• Lecture 7Ch. 4: Unbiased Estimation
• Lecture 8Ch. 4: Unbiased Estimation
• Lecture 9Ch. 5: Curved Exponential Families