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Central Limit Theorem

  • Arup Bose,
  • Arijit Chakrabarty,
  • Rajat Subhra Hazra

摘要

This chapter is on the central limit theorem (CLT) for martingales, which is very useful, since it can be used in numerous dependent models. We state and prove one of the simplest versions of CLT for martingales. As simple illustrations, we apply it to a simple urn model, to the trace of a random matrix, and to Markov chains.