Regression Factor Analysis With an Application to Continuous HRIR Measurement.

Linear time-varying (LTV) regression models play a central role in input-output analysis of many real-world dynamical systems. Most existing models for such systems consider either a switching dynamics with a discrete latent variable driving the system or a linear dynamics directly applied to the regression coefficients. These models usually fall short of capturing structural regularities or the t...