Bayesian Non-linear Statistical Inverse Problems
Richard Nickl
University of Cambridge, UK
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| Front matterDownload pp. i–vi | |
| PrefaceDownload pp. vii–viii | |
| ContentsDownload pp. ix–xii | |
| 1 | Non-linear statistical inverse problemspp. 1–22 |
| 2 | Global stability and posterior consistencypp. 23–40 |
| 3 | Information operators and curvaturepp. 41–66 |
| 4 | Bernstein--von Mises theoremspp. 67–90 |
| 5 | Posteriors are probably log-concavepp. 91–124 |
| A | Analytical backgroundpp. 125–138 |
| B | Further auxiliary resultspp. 139–150 |
| Referencespp. 151–158 | |
| Indexp. 159 |