Abstract: In this research, the mean and variance estimation of normal distribution requires certain technical derivation, because the moment structure includes a parametric restriction. Special methods of likelihood function and product moment calculations are delineated to motivate how an unbiased estimation with reasonable asymptotic efficiency may be accomplished.
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