2023 Fall
ESPM 174A 001 - LEC 001
Applied Time Series Analysis for Ecology and Environmental Sciences
Albert Ruhi
Class #:27836
Units: 3
Instruction Mode:
In-Person Instruction
Offered through
Environmental Science, Policy, and Management
Current Enrollment
Total Open Seats:
0
Enrolled: 35
Waitlisted: 0
Capacity: 35
Waitlist Max: 0
Open Reserved Seats:0
Hours & Workload
2 hours of instructor presentation of course materials per week, 6 hours of outside work hours per week, and 1 hours of instructional experiences requiring special laboratory equipment and facilities per week.
Other classes by Albert Ruhi
Course Catalog Description
In this course we will learn how to analyze time-series data using real-world examples from
ecology and environmental sciences. We will study how to mathematically describe a time
series, and test hypotheses about the underlying processes generating the observed patterns.
We will cover univariate and multivariate state-space models, with an incursion into statistical
forecasting and analyses in the frequency domain (e.g., Discrete Fast Fourier Transform).
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