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Quenched central limit theorems for sums of stationary processes

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  • Volný, Dalibor
  • Woodroofe, Michael

Abstract

It is shown that the existence of an L1 martingale–coboundary decomposition does not imply the quenched version of the Central Limit Theorem. In another result, it is shown that a condition proposed by Hannan does imply quenched convergence for a centered version of the sum while a condition proposed by Heyde does not imply quenched convergence.

Suggested Citation

  • Volný, Dalibor & Woodroofe, Michael, 2014. "Quenched central limit theorems for sums of stationary processes," Statistics & Probability Letters, Elsevier, vol. 85(C), pages 161-167.
  • Handle: RePEc:eee:stapro:v:85:y:2014:i:c:p:161-167
    DOI: 10.1016/j.spl.2013.09.033
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    References listed on IDEAS

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    1. Woodroofe, Michael, 1992. "A central limit theorem for functions of a Markov chain with applications to shifts," Stochastic Processes and their Applications, Elsevier, vol. 41(1), pages 33-44, May.
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    Cited by:

    1. Magda Peligrad & Dalibor Volný, 2020. "Quenched Invariance Principles for Orthomartingale-Like Sequences," Journal of Theoretical Probability, Springer, vol. 33(3), pages 1238-1265, September.
    2. Na Zhang & Lucas Reding & Magda Peligrad, 2020. "On the Quenched Central Limit Theorem for Stationary Random Fields Under Projective Criteria," Journal of Theoretical Probability, Springer, vol. 33(4), pages 2351-2379, December.
    3. Barrera, David & Peligrad, Costel & Peligrad, Magda, 2016. "On the functional CLT for stationary Markov chains started at a point," Stochastic Processes and their Applications, Elsevier, vol. 126(7), pages 1885-1900.

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