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Oct 03, 2024
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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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