Sumários

ACF, PACF, MA and AR processes

3 Março 2022, 10:00 Nuno Paulo De Sousa Arrobas Crato

Wold and AR(|infty) decompositions

conditions for causality/stationarity and invertibility
AR(p) and MA(q) processes


ACF and PACF

24 Fevereiro 2022, 10:00 Nuno Paulo De Sousa Arrobas Crato

ACF and PACF

Ergodicity for the mean and the autocovariances
Bartlett's formula
Wold representation
Backwards shift and differencing operators


Introduction to Time Series

17 Fevereiro 2022, 10:00 Nuno Paulo De Sousa Arrobas Crato

Time series and stochastic processes

Stationary time series
ACF and PACF
White noise