Extension of Central Limit Theorem to Correlated Random Variables---I

• An important extension of the central limit theorem (necessary when discussing moments) is

• Let be independent random variables with the same distribution.

• Let , be any function of these random variables.

• Suppose we define means, standard deviation and correlations.

  

• Finally, set