Horia Mania

Time varying regression with hidden linear dynamics

2021 · arXiv (Cornell University)

We revisit a model for time-varying linear regression that assumes the unknown parameters evolve according to a linear dynamical system. Counterintuitively, we show that when the underlying dynamics are stable the parameters of this model …