Semi-parametric estimation and prediction intervals in state space models

Yunyi Zhang, Tingting Wang, Dimitris N. Politis

Literatures in state space models focus on parametric inference and prediction, which fail if the state space model is not fully specified and the maximum likelihood estimation doe…