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Which statistical distribution should be used for a risk variable that is either skewed or symmetric where the likelihood of occurrence decreases when moving away

Which statistical distribution should be used for a risk variable that is either skewed or symmetric where the likelihood of occurrence decreases when moving away from the most likely value to higher or lower values?

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