Concepedia

Posterior contraction rates for the Bayesian approach to linear ill-posed inverse problems

Sergios Agapiou, Stig Larsson, Andrew M. Stuart

Stochastic Processes and their Applications · 2013 · 89 citations · 21 references

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References

21

Inverse problems: A Bayesian perspective

Andrew M. Stuart · Acta Numerica · 2010 · 1.8K citations

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Convergence rates of posterior distributions

Subhashis Ghosal, Jayanta K. Ghosh, Aad van der Vaart · The Annals of Statistics · 2000 · 712 citations · Full text

, , +17

Foundations of Modern Probability

Thomas Mikosch, Olav Kallenberg · Journal of the American Statistical Association · 1998 · 646 citations · Full text

, , +11

On the Consistency of Bayes Estimates

Persi Diaconis, David A. Freedman · The Annals of Statistics · 1986 · 624 citations

, , +14

Rates of contraction of posterior distributions based on Gaussian process priors

Aad van der Vaart, J. H. van Zanten · The Annals of Statistics · 2008 · 356 citations · Full text

, , +16