On the Tightness of the Laplace Approximation for Statistical Inference

Blair Bilodeau, Yanbo Tang, Alex Stringer

Laplace's method is used to approximate intractable integrals in a statistical problems. The relative error rate of the approximation is not worse than $O_p(n^{-1})$. We provide th…