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Second Order Expansion of T-Statistic in Autoregressive Models

The purpose of this paper is to receive a second order expansion of the t-statistic in AR(1) model in local to unity asymptotic approach. I show that Hansen's (1998) method for confidence set construction achieves a second order improvement in local to unity asymptotic approach compared with Stock's (1991) and Andrews' (1993) methods.