Monitoring procedure for parameter change in causal time series

Jean-Marc Bardet, William Chakry Kengne

We propose a new sequential procedure to detect change in the parameters of a process $X=(X_t{)}_{t\in \mathbb{Z}}$ belonging to a large class of causal models (such as AR($\infty$), ARCH(…