Advanced univariate time series methods, decomposition and prediction methods, time series regression methods and factor models and ARIMA and state space model characterization, Kalman filtering and score recursion, MIDAS regression, GLARMA models and method of scoring, Cox and Sichel models and introduction to panel regression.