23 citations · 43 across the 8 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.ST2011
Consistency and efficiency of Bayesian estimators in generalised linear inverse problems
Natalia A. Bochkina, Peter J. Green
Formulating a statistical inverse problem as one of inference in a Bayesian model has great appeal, notably for what this brings in terms of coherence, the interpretability of regu…
math.ST2005★ 1 cited
Bayesian alignment using hierarchical models, with applications in protein bioinformatics
Peter J. Green, Kanti Mardia
An important problem in shape analysis is to match configurations of points in space filtering out some geometrical transformation. In this paper we introduce hierarchical models f…