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Chi Squared Approximations to the Distribution of a Sum of Independent Random Variables

Chi Squared Approximations to the Distribution of a Sum of Independent Random Variables

We suggest several Chi squared approximations to the distribution of a sum of independent random variables, and derive asymptotic expansions which show that the error of approximation is of order $n^{-1}$ as $n \rightarrow \infty$. The error may be reduced to $n^{-3/2}$ by making a simple secondary approximation.