Sliced Average Variance Estimation for Multivariate Time Series

Markus Matilainen, Christophe Croux, Klaus Nordhausen +1

Supervised dimension reduction for time series is challenging as there may be temporal dependence between the response $y$ and the predictors $\mathbf{x}$. Recently a time serie…