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Bernstein-von Mises theorem: a standalone construct

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Bernstein-vonMises theorem1 CONSTRUCTBernstein-von MisesVAART · MATHEMATICAL

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Mathematical statistics

theorem that under regularity conditions the posterior distribution becomes approximately normal around an efficient estimate as data grow, so Bayesian and frequentist intervals agree.

In mathematical statistics, Bernstein-von Mises theorem refers to theorem that under regularity conditions the posterior distribution becomes approximately normal around an efficient estimate as data grow, so Bayesian and frequentist intervals agree. This meaning comes from Vaart (1998) in Asymptotic Statistics.[1]

Unit
Recovery means
Measured by

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distribution2 fields · 2 citationsjingle · one word, two constructsnormal3 fields · 7 citationsjingle · one word, three constructsposterior2 fields · 2 citationsjingle · one word, two constructs

References

  1. Vaart, A. W. v. d. (1998). Asymptotic Statistics. Cambridge University Press. https://doi.org/10.1017/cbo9780511802256

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