The Density of the Sufficient Statistics for a Gaussian AR(1) Model in Terms of Generalized Functions

Abstract

This paper derives the exact joint distribution of the minimal sufficient statistics in the first-order AR(1) model with Gaussian errors and zero start-up value. The results are fundamental to an exact distribution theory for the statistics that are typically of interest in this model.Gaussian AR(1); Generalized Functions.