Nonparametric Vector Quantile Autoregression

Alberto González-Sanz, Marc Hallin, Yisha Yao

Prediction is a key issue in time series analysis. Just as classical mean regression models, classical autoregressive methods, yielding L${}^2$ point-predictions, provide rather poor…