On the problems of the Fourth moment method

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Rare event estimation with sequential directional importance sampling (2022, methodology): “Existing methods in the literature can be categorized into four types: approximate analytical methods [2, 3], moment-based methods [4-8], surrogate-assisted methods [9-13] and numerical simulation methods [14-16].”