Working with data collected over time -- Exploring time series data -- Statistical basics for time series analysis -- The frequency domains -- ARMA models -- ARMA fitting and forecasting -- ARIMA, seasonal, and ARCH/GARCH models -- Time series regression -- Model assessment -- M…