Let . Taking logarithms gives . Equivalently, in terms of the Lambert W function. Iteration for large gives and hence
Write , where is smooth at zero. Then
and a uniformly integrable expansion gives
By integration by parts,
Therefore
For , the relevant saddle point is , where and . The method of steepest descent gives
At , the ordinary saddles coalesce at zero and . The contributing scale is . The standard cubic saddle-point approximation gives
Equivalently, the coefficient is .

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