Semiparametric forecasting and filtering: correcting low-dimensional model error in parametric models

Tyrus Berry, John Harlim

Semiparametric forecasting and filtering are introduced as a method of addressing model errors arising from unresolved physical phenomena. While traditional parametric models are a…