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 $Y_t={\sum }_{j\ge 0}{\alpha }^j{\epsilon }_{t-j}$.