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That is,

Thus, over the range of integration, , and the variables and have the same limits. This yields:

Then, using Fubini's theorem to switch the order of integration:

Therefore, , as expected.

By Laplace's method

In the Laplace approximation, we deal only with up to second-order terms in Taylor expansion, so we

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