Gaussian Limit of Binomial and Poisson Distributions---II

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Then from additivity of binomial distributions; y is binomial with distribution ,
from standard central limit theorem, y is Gaussian with mean and standard deviation .
Here and are mean and standard deviation of distribution,
i.e.,
We conclude that for fixed p, and , tends to Gaussian distribution with mean np and standard deviation .