Robust Independence Tests with Finite Sample Guarantees for Synchronous Stochastic Linear Systems

Ambrus Tamás, Dániel Ágoston Bálint, Balázs Csanád Csáji

The paper introduces robust independence tests with non-asymptotically guaranteed significance levels for stochastic linear time-invariant systems, assuming that the observed outpu…