Innovation process
= Innovation process
An innovation measures the part of the current observation not predicted from past observations. The <linear innovation process> uses <orthogonal projection> onto the past linear span. A <conditional expectation> predictor can use nonlinear information; the two predictors agree for a <Gaussian process>.