Cramér’s moderate deviations for the LS estimator of the autoregressive processes in the neighborhood of the unit root

Abstract

In this paper, we consider the linear autoregressive model with varying coefficients θn tending to the unit root. Cramér’s moderate deviations of the least-squares estimator of the parameter θn is discussed.