Jan 23, 2020  
2018-2019 Cal State East Bay Catalog 
    
2018-2019 Cal State East Bay Catalog [ARCHIVED CATALOG]

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STAT 474 - Introduction to Time Series and Forecasting


Units: 3
Analysis of correlated data in time, trends, seasonal patterns, periodicity, autocorrelation, spectral analysis, filtering, time domain versus spectral domain.  Decomposition, auto-regression, ARIMA, and forecasting.  Applications to data in economics, engineering, seismology. Report writing.  Use of computer software.

Prerequisites: One of: STAT 100, STAT 110, STAT 303, STAT 316, STAT 330.
Possible Instructional Methods: Entirely On-ground.
Grading: A-F or CR/NC (student choice).



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