2023 Fall
STAT 153 001 - LEC 001
Introduction to Time Series
Ryan Tibshirani
Aug 23, 2023 - Dec 08, 2023
Mo, We, Fr
01:00 pm - 01:59 pm
Social Sciences Building 20
Class #:23875
Units: 4
Instruction Mode:
In-Person Instruction
Offered through
Statistics
Current Enrollment
Total Open Seats:
-9
Enrolled: 79
Waitlisted: 0
Capacity: 70
Waitlist Max: 14
No Reserved Seats
Hours & Workload
2 hours of instructional experiences requiring special laboratory equipment and facilities per week, 7 hours of outside work hours per week, and 3 hours of instructor presentation of course materials per week.
Final Exam
WED, DECEMBER 13TH
07:00 pm - 10:00 pm
Hearst Mining 390
Other classes by Ryan Tibshirani
+ 1 Independent Study
Course Catalog Description
An introduction to time series analysis in the time domain and spectral domain. Topics will include: estimation of trends and seasonal effects, autoregressive moving average models, forecasting, indicators, harmonic analysis, spectra.
Class Notes
Prerequisites: Stat 134 or Data C140; Stat 133 and Stat 135 are recommended and may be taken concurrently.
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