Time series analysis:Stationarity, autocorrelation, stochastic processes, ARMA and ARIMA processes, forecasting.Econometrics:Linear regression model: ordinary least squares methods, quality of adjustment, Fisher test, correlation and estimation method.Probability:Combinatorial analysis, probabilistic model, random variables, conditioning, discrete and continuous probability distribution.

Kalman Filtering:Gaussian linear systems, Kalman filter, Kalman smoother.