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Asymptotics for stationary very nearly unit root processes
Authors:Donald W. K. Andrews  Patrik Guggenberger
Affiliation:Cowles Foundation, Yale University and Department of Economics, University of California‐Los Angeles
Abstract:Abstract. This article considers a mean zero stationary first‐order autoregressive (AR) model. It is shown that the least squares estimator and t statistic have Cauchy and standard normal asymptotic distributions, respectively, when the AR parameter ρn is very near to one in the sense that 1 ? ρn = o(n?1).
Keywords:Asymptotic distribution  autoregressive model  stationary very nearly unit root process
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