Schedule
-
EventDateDescriptionCourse Material
-
Lecture03/03/2026
TuesdaySuggested Readings:
- LaTeX Materials
- Chapter 1 of AOS
- Chapter 13-15 of STATS
-
Assignment03/03/2026
TuesdayHW1: Master LaTeX Template released! -
Lecture03/05/2026
ThursdayLecture 2 Probability and Random Variable[notes]Suggested Readings:
- Chapter 1 of AOS
- Chapter 2 of AOS
- Intro to Probability of Stat 20 at UCB
-
Lecture03/10/2026
TuesdayLecture 3 Random Variable and Vector[notes]Suggested Readings:
- Chapter 2 of AOS
- Intro to Random Variable of Stat 20 at UCB
- 正态分布的前世今生(上)
- 正态分布的前世今生(下)
-
Due03/10/2026 10:00
TuesdayMaster LaTeX Template for Course Notes. -
Lecture03/12/2026
ThursdayLecture 4 Random Vector and Expectation[notes]Suggested Readings:
-
Chapter 3 of AOS
-
Chapter 4, 8, 9 of STAT
-
-
Assignment03/12/2026
ThursdayHW2 released![HW2] -
Lecture03/17/2026
TuesdayLecture 5 Expectation II[notes]Suggested Readings:
-
Chapter 3 of AOS
-
Chapter 4, 8, 9 of STAT
-
-
Lecture03/19/2026
ThursdayLecture 6 Variance and Convergence of Random Variable[notes]Suggested Readings:
- Chapter 5 of AOS
-
Due03/19/2026 10:00
Thursday -
Lecture03/24/2026
TuesdayLecture 7 Convergence of Random Variable I[notes]Suggested Readings:
- Chapter 5 of AOS
-
Assignment03/24/2026
TuesdayHW3 released![HW3] -
Lecture03/26/2026
ThursdayLecture 8 Convergence of Random Variable II[notes]Suggested Readings:
- Chapter 5 of AOS
-
Lecture03/31/2026
TuesdayLecture 9 Statistical Inference[notes]Suggested Readings:
-
Lecture04/02/2026
ThursdayLecture 10 Parametric Inference[notes]Suggested Readings:
- Chapter 9 of AOS
-
Due04/02/2026 10:00
Thursday -
Lecture04/09/2026
ThursdayLecture 11 Parametric Inference II[notes]Suggested Readings:
- Chapter 9 of AOS
-
Lecture04/11/2026
SaturdayLecture 12 Parametric Inference III[notes]Suggested Readings:
- Chapter 9 of AOS
-
Lecture04/14/2026
TuesdayLecture 13 Simple Linear Regression[notes]Suggested Readings:
-
Chapter 13 of AOS
-
Chater 10-12 of STAT
-
-
Lecture04/16/2026
ThursdayLecture 14 Multiple Linear Regression[notes]Suggested Readings:
-
Chapter 13 of AOS
-
Chater 10-12 of STAT
-
