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STAT 153 Introduction to Time Series 4 Units

Terms offered: Fall 2024, Spring 2024, Fall 2023
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. This course uses either R or Python as its primary computing language, as determined by the instructor.
Introduction to Time Series: Read More [+]

Rules & Requirements

Prerequisites: 134 or consent of instructor. 133 or 135 recommended

Hours & Format

Fall and/or spring: 15 weeks - 3 hours of lecture and 2 hours of laboratory per week

Additional Details

Subject/Course Level: Statistics/Undergraduate

Grading/Final exam status: Letter grade. Final exam required.

Introduction to Time Series: Read Less [-]

Engineering Mathematics and Statistics

https://guide.berkeley.edu/undergraduate/degree-programs/engineering-math-statistics/

Engineering Mathematics and Statistics Major Program, Undergraduate

Department Website

Industrial Engineering and Operations Research and Business Administration

https://guide.berkeley.edu/undergraduate/degree-programs/industrial-engineering-operations-research-business-administration/

...Division Requirements 1 STAT 134 , STAT C140 / DATA...151 and IND ENG 153 , will not receive...

Department Website

Bioengineering and Business Administration

https://guide.berkeley.edu/undergraduate/degree-programs/bioengineering-business-administration/

...take STAT C8 or COMPSCI C8 plus STAT...ENG 100 , BIO ENG 153 , any other seminar...

Department Website

Materials Science and Engineering

https://guide.berkeley.edu/undergraduate/degree-programs/materials-science-engineering/

...152, 153, 160, and any course numbered 190 or higher) any upper division STAT course...

Department Website

Industrial Engineering and Operations Research

https://guide.berkeley.edu/undergraduate/degree-programs/industrial-engineering-operations-research/

...course for STAT 134 or STAT C140 / DATA...ENG 151 , IND ENG 153 , IND ENG 156...

Department Website

Civil Engineering and Business Administration

https://guide.berkeley.edu/undergraduate/degree-programs/civil-engineering-business-administration/

...153 , CIV ENG 179 , CIV ENG 180 , CIV ENG 186 . 12 Students must take STAT...

Department Website

Electrical Engineering and Computer Sciences and Business Administration

https://guide.berkeley.edu/undergraduate/degree-programs/electrical-engineering-computer-sciences-business-administration/

...152, 153, 160; MECENG 190K, 191K; PHYSICS 100. 13 Students can also take STAT C8...

Department Website

Nuclear Engineering

https://guide.berkeley.edu/undergraduate/degree-programs/nuclear-engineering/

...IND ENG 172 , STAT 133 , STAT 134 . 5...following courses: BIOENG 100, 153; COMPSCI C79; DATA...

Department Website

Electrical Engineering and Computer Sciences

https://guide.berkeley.edu/undergraduate/degree-programs/electrical-engineering-computer-sciences/

...55, C103, 151, 152, 153, 160; MECENG 190K...2 Info 159 and STAT/DATA/CS C100...

Department Website