Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting

Helmuth Naumer, Farzad Kamalabadi

This work introduces a method to select linear functional measurements of a vector-valued time series optimized for forecasting distant time-horizons. By formulating and solving th…