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arxiv: math/0509682 · v2 · submitted 2005-09-29 · 🧮 math.PR

Central limit theorem for stationary linear processes

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keywords centralincludinglimitlinearprocessesshalltheoremapply
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We establish the central limit theorem for linear processes with dependent innovations including martingales and mixingale type of assumptions as defined in McLeish [Ann. Probab. 5 (1977) 616--621] and motivated by Gordin [Soviet Math. Dokl. 10 (1969) 1174--1176]. In doing so we shall preserve the generality of the coefficients, including the long range dependence case, and we shall express the variance of partial sums in a form easy to apply. Ergodicity is not required.

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