23 citations · 43 across the 12 of their papers we have counts for
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math.ST2012★ 23 cited
The Bernstein-von Mises theorem and nonregular models
Natalia A. Bochkina, Peter J. Green
We study the asymptotic behaviour of the posterior distribution in a broad class of statistical models where the "true" solution occurs on the boundary of the parameter space. We s…
math.ST2012★ 3 cited
Consistency of the posterior distribution in generalised linear inverse problems
Natalia Bochkina
For ill-posed inverse problems, a regularised solution can be interpreted as a mode of the posterior distribution in a Bayesian framework. This framework enriches the set the solut…