2021 Fall
STAT 215A 001 - LEC 001
Statistical Models: Theory and Application
Bin Yu
Aug 25, 2021 - Dec 10, 2021
Tu, Th
11:00 am - 12:29 pm
Internet/Online
Class #:23354
Units: 4
Instruction Mode:
Pending Review
Offered through
Statistics
Current Enrollment
Total Open Seats:
14
Enrolled: 26
Waitlisted: 0
Capacity: 40
Waitlist Max: 25
No Reserved Seats
Hours & Workload
3 hours of instructor presentation of course materials per week, 7 hours of outside work hours per week, and 2 hours of instructional experiences requiring special laboratory equipment and facilities per week.
Other classes by Bin Yu
Course Catalog Description
Applied statistics with a focus on critical thinking, reasoning skills, and techniques. Hands-on-experience with solving real data problems with high-level programming languages such as R. Emphasis on examining the assumptions behind standard statistical models and methods. Exploratory data analysis (e.g., graphical data summaries, PCAs, clustering analysis). Model formulation, fitting, and validation and testing. Linear regression and generalizations (e.g., GLMs, ridge regression, lasso).
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