Multiscale Autoregression on Adaptively Detected Timescales

Rafal Baranowski, Yining Chen, Piotr Fryzlewicz

We propose a multiscale approach to time series autoregression, in which linear regressors for the process in question include features of its own path that live on multiple timesc…