Critical dimension in the semiparametric Bernstein—von Mises theorem

By Maxim Panov, Vladimir Spokoiny. 2014

6 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Statistical and Nonlinear Physics, Statistics and Probability

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Vladimir Spokoiny
2. Ohad Shamir
3. Maxim Panov
4. D. Chetverikov
5. B. Recht
6. Francis R. Bach
7. L. Duembgen
8. Jacob Steinhardt

In Statistical and Nonlinear Physics

1. Vladimir Spokoiny

In Statistics and Probability

1. Vladimir Spokoiny
2. D. Chetverikov
3. Maxim Panov
4. Yingcun Xia
5. Arnak S. Dalalyan
6. Ohad Shamir
7. Jiti Gao
8. B. Recht

Citations in the corpus

• Bernstein - von Mises Theorem for growing parameter dimension (2013, background): “ons yielding a suboptimal constraint n−1p4 n logp → 0. Ghosal (2000) obtained a version of the BvM result under the condition n−1p3 n(logp ) → 0 for a class of exponential models. A forthcoming paper Panov and Spokoiny (2013) presents an example illustrating that the condition p3 n/n → 0 cannot be d”