2024 Fall
STAT 151A 001 - LEC 001
Linear Modelling: Theory and Applications
Ryan Giordano
Aug 28, 2024 - Dec 13, 2024
Tu, Th
12:30 pm - 01:59 pm
Social Sciences Building 20
Class #:22899
Units: 4
Instruction Mode:
In-Person Instruction
Offered through
Statistics
Current Enrollment
Total Open Seats:
-1
Enrolled: 71
Waitlisted: 0
Capacity: 70
Waitlist Max: 20
No Reserved Seats
Hours & Workload
2 hours of instructional experiences requiring special laboratory equipment and facilities per week, 3 hours of instructor presentation of course materials per week, and 7 hours of outside work hours per week.
Final Exam
FRI, DECEMBER 20TH
08:00 am - 11:00 am
Social Sciences Building 20
Course Catalog Description
A coordinated treatment of linear and generalized linear models and their application. Linear regression, analysis of variance and covariance, random effects, design and analysis of experiments, quality improvement, log-linear models for discrete multivariate data, model selection, robustness, graphical techniques, productive use of computers, in-depth case studies. This course uses either R or Python as its primary computing language, as determined by the instructor.
Rules & Requirements
Requisites
- STAT 135. STAT 133 recommended.
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