Spring 2023
STAT 210B 001 - LEC 001
Theoretical Statistics
Song Mei, Licong Lin
Jan 17, 2023 - May 05, 2023
Tu, Th
11:00 am - 12:29 pm
Social Sciences Building 20
Class #:23321
Units: 4
Instruction Mode:
In-Person Instruction
Offered through
Statistics
Current Enrollment
Total Open Seats:
6
Enrolled: 39
Waitlisted: 0
Capacity: 45
Waitlist Max: 60
No Reserved Seats
Hours & Workload
3 hours of instructor presentation of course materials per week, and 9 hours of outside work hours per week.
Other classes by Song Mei
+ 1 Independent Study
Course Catalog Description
Introduction to modern theory of statistics; empirical processes, influence functions, M-estimation, U and V statistics and associated stochastic decompositions; non-parametric function estimation and associated minimax theory; semiparametric models; Monte Carlo methods and bootstrap methods; distributionfree and equivariant procedures; topics in machine learning. Topics covered may vary with instructor.
Rules & Requirements
Repeat Rules
Course is not repeatable for credit.
Reserved Seats
Current Enrollment
No Reserved Seats
Textbooks & Materials
See class syllabus or https://calstudentstore.berkeley.edu/textbooks for the most current information.
Guide to Open, Free, & Affordable Course Materials
Associated Sections
None