The gamma distribution of shape one half and rate has moment-generating function . With mean and positive relative safety loading , write . Dividing out the zero root after squaring the adjustment equation gives . Its unique positive root lies between zero and one, so it belongs to the transform domain and gives the display.
Replacing a shape-one-half gamma claim law by an exponential distribution with the same mean overestimates the adjustment coefficient. Indeed because the difference of the squared terms is . The resulting putative Lundberg inequality bound is smaller than the valid true-model bound for ; the former is not justified for the true claim law. The true variance is twice the assumed variance, and its exponential tail decays more slowly.
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