Causal time series
= Causal time series
A causal time series can be expressed using present and past innovations, without future innovations. The <autoregressive process of order one> with $|\alpha|<1$ has the mean-square convergent causal representation $Y_t=\sum_{j\ge0}\alpha^j\varepsilon_{t-j}$.