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The Central Limit Theorem for Markov Chains by Renewal Decomposition

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Stationary Processes and Discrete Parameter Markov Processes

Part of the book series: Graduate Texts in Mathematics ((GTM,volume 293))

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Abstract

This chapter builds on the renewal decomposition of the previous chapter to obtain a central limit theorem for fluctuations in the i.i.d. cycles under second moment assumptions.

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Notes

  1. 1.

    See BCPT p.160.

  2. 2.

    See e.g., BCPT Theorem 11.8.

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Bhattacharya, R., Waymire, E. (2022). The Central Limit Theorem for Markov Chains by Renewal Decomposition. In: Stationary Processes and Discrete Parameter Markov Processes. Graduate Texts in Mathematics, vol 293. Springer, Cham. https://doi.org/10.1007/978-3-031-00943-3_14

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