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STAT 153 - STAT 248: Time Series Analysis

UC Berkeley, Fall 2026

Aditya Guntuboyina (Instructor)

aditya@stat.berkeley.edu

Office Hours (Gateway-LL-Golden Quarter B1040):

  • Thu 2-4 pm

Aidan McLoughlin (GSI)

aidan_mcloughlin@berkeley.edu

Office Hours (Gateway LL 1040F):

  • Wednesday 9 am to 12 pm

Yichen Pan (GSI)

yichenpan@berkeley.edu

Office Hours (Gateway B1008):

  • Thursday 9 am to 12 pm

Syllabus

Basic information about the course can be found in the syllabus.

Schedule

Week 1
Aug 27Lecture 1Slides--Introduction and Overview
Week 2
Sept 01Lab 1Notes--Linear Regression for Time Series
Sept 01Lecture 2 NotesNotes--Linear Regression for Time Series
Lecture 2 CodeNotebook--Linear Regression Models fit to the US population data
Dataset 1US Census Bureau 2023 Population Projections
Dataset 2UN 2024 Population Projections
Week 2
Linear Regression for Time Series