Three Elementary Proofs of the Central Limit Theorem with Applications to Random Sums
Three simple proofs of the classical CLT are presented. The proofs are based on some basic properties of covariance kernels or ω-functions in conjunction with bounds for the total variation distance. Applications to random sum CLT’s are also given.
Key words and phrasescovariance kernels CLT random sums
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