STAT 4390

Time series analysis in both the time and frequency domain is introduced. The course is applied and students are required to develop their own computer programs in the analysis of real time series with an emphasis on oceanographic data. Topics to be discussed include the nature of time series, stationarity, auto and cross covariance, ARMA models, spectral analysis, and state space models (the Kalman filter and the particle filter).