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SYS 7030

Time Series Analysis and Forecasting

Course Description

Prerequisites

SYS 6005 or equivalent, SYS 4021 or equivalent

An introduction to time series analysis and forecasting. Topics include exploratory data analysis for time-correlated data, time series modeling, spectral analysis, filtering, and state-space models. Time series analysis in both the time domain and frequency domain will be covered. Concentration will be on data analysis with inclusion of important theory.