Operator-theoretic framework for forecasting nonlinear time series with kernel analog techniques

Romeo Alexander, Dimitrios Giannakis

Kernel analog forecasting (KAF), alternatively known as kernel principal component regression, is a kernel method used for nonparametric statistical forecasting of dynamically gene…