Statistical estimation and hypothesis testing on impulse response function

Abstract

Abstract. This research centers on estimating the impulse response function (IRF) of a time-invariant linear system within a bounded domain. The IRF plays a pivotal role in elucidating the internal dynamics of a system and its reactions to external stimuli, with significant applications in fields such as signal processing, econometrics, and control systems.